Space-Air-Ground Integrated Network: A Survey

Space-air-ground integrated network (SAGIN), as an integration of satellite systems, aerial networks, and terrestrial communications, has been becoming an emerging architecture and attracted intensive research interest during the past years. Besides bringing significant benefits for various practical services and applications, SAGIN is also facing many unprecedented challenges due to its specific characteristics, such as heterogeneity, self-organization, and time-variability. Compared to traditional ground or satellite networks, SAGIN is affected by the limited and unbalanced network resources in all three network segments, so that it is difficult to obtain the best performances for traffic delivery. Therefore, the system integration, protocol optimization, resource management, and allocation in SAGIN is of great significance. To the best of our knowledge, we are the first to present the state-of-the-art of the SAGIN since existing survey papers focused on either only one single network segment in space or air, or the integration of space-ground, neglecting the integration of all the three network segments. In light of this, we present in this paper a comprehensive review of recent research works concerning SAGIN from network design and resource allocation to performance analysis and optimization. After discussing several existing network architectures, we also point out some technology challenges and future directions.

[1]  Vinton G. Cerf,et al.  A protocol for packet network intercommunication , 1974, CCRV.

[2]  Mohammed Atiquzzaman,et al.  Handover schemes in satellite networks: state-of-the-art and future research directions , 2006, IEEE Communications Surveys & Tutorials.

[3]  Song Jin,et al.  Optimal Node Placement and Resource Allocation for UAV Relaying Network , 2018, IEEE Communications Letters.

[4]  Wei Quan,et al.  Timeout Strategy-based Mobility Management for Software Defined Satellite Networks , 2017, 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[5]  Nei Kato,et al.  Device-to-device communications achieve efficient load balancing in LTE-advanced networks , 2014, IEEE Wireless Communications.

[6]  Haider A. Sabti,et al.  Node Position Effect on Link Reliability for Body Centric Wireless Network Running Applications , 2014, IEEE Sensors Journal.

[7]  Nei Kato,et al.  A Traffic Distribution Technique to Minimize Packet Delivery Delay in Multilayered Satellite Networks , 2013, IEEE Transactions on Vehicular Technology.

[8]  Hiroyuki Tsuji,et al.  On-board Ka-band satellite tracking antenna for unmanned aircraft system , 2014, 2014 International Symposium on Antennas and Propagation Conference Proceedings.

[9]  Nei Kato,et al.  On the Outage Probability of Device-to-Device-Communication-Enabled Multichannel Cellular Networks: An RSS-Threshold-Based Perspective , 2016, IEEE Journal on Selected Areas in Communications.

[10]  Nei Kato,et al.  Construction of a Flexibility Analysis Model for Flexible High-Throughput Satellite Communication Systems With a Digital Channelizer , 2018, IEEE Transactions on Vehicular Technology.

[11]  Václav Snásel,et al.  Internet of things communication reference model , 2014, 2014 6th International Conference on Computational Aspects of Social Networks.

[12]  Ayaz Ahmad,et al.  A Survey on Radio Resource Allocation in Cognitive Radio Sensor Networks , 2015, IEEE Communications Surveys & Tutorials.

[13]  Xiaoying Gan,et al.  Offloading in HCNs: Congestion-Aware Network Selection and User Incentive Design , 2017, IEEE Transactions on Wireless Communications.

[14]  Xiang Chen,et al.  A high-resolution wideband digital channelizer for software radio systems using high-order perfect reconstruction filterbanks , 2013, 2013 IEEE Wireless Communications and Networking Conference (WCNC).

[15]  Byung-Seo Kim,et al.  Internet of Things (IoT) Operating Systems Support, Networking Technologies, Applications, and Challenges: A Comparative Review , 2018, IEEE Communications Surveys & Tutorials.

[16]  Akram Hakiri,et al.  Leveraging SDN for The 5G Networks: Trends, Prospects and Challenges , 2015, ArXiv.

[17]  Nei Kato,et al.  Prospects and challenges of context-aware multimedia content delivery in cooperative satellite and terrestrial networks , 2014, IEEE Communications Magazine.

[18]  Bo Fu,et al.  A Survey of Cross-Layer Designs in Wireless Networks , 2014, IEEE Communications Surveys & Tutorials.

[19]  Rui Zhang,et al.  Wireless communications with unmanned aerial vehicles: opportunities and challenges , 2016, IEEE Communications Magazine.

[20]  David W. Matolak,et al.  Air–Ground Channel Characterization for Unmanned Aircraft Systems Part II: Hilly and Mountainous Settings , 2017, IEEE Transactions on Vehicular Technology.

[21]  Ilsun You,et al.  Efficient Management and Fast Handovers in Software Defined Wireless Networks Using UAVs , 2017, IEEE Network.

[22]  Lav Gupta,et al.  Survey of Important Issues in UAV Communication Networks , 2016, IEEE Communications Surveys & Tutorials.

[23]  David W. Matolak,et al.  Air–Ground Channel Characterization for Unmanned Aircraft Systems—Part I: Methods, Measurements, and Models for Over-Water Settings , 2017, IEEE Transactions on Vehicular Technology.

[24]  Alessandro Bassi,et al.  Enabling Things to Talk: Designing IoT solutions with the IoT Architectural Reference Model , 2013 .

[25]  Markus Werner,et al.  A Dynamic Routing Concept for ATM-Based Satellite Personal Communication Networks , 1997, IEEE J. Sel. Areas Commun..

[26]  Evsen Yanmaz,et al.  Survey on Unmanned Aerial Vehicle Networks for Civil Applications: A Communications Viewpoint , 2016, IEEE Communications Surveys & Tutorials.

[27]  Hongke Zhang,et al.  HetNet: A Flexible Architecture for Heterogeneous Satellite-Terrestrial Networks , 2017, IEEE Network.

[28]  Walaa Hamouda,et al.  Resource Allocation for Underlay Cognitive Radio Networks: A Survey , 2017, IEEE Communications Surveys & Tutorials.

[29]  Nei Kato,et al.  Optimal Satellite Gateway Placement in Space-Ground Integrated Network for Latency Minimization With Reliability Guarantee , 2018, IEEE Wireless Communications Letters.

[30]  Abdallah Shami,et al.  NFV: state of the art, challenges, and implementation in next generation mobile networks (vEPC) , 2014, IEEE Network.

[31]  Björn E. Ottersten,et al.  Multiple Gateway Transmit Diversity in Q/V Band Feeder Links , 2015, IEEE Transactions on Communications.

[32]  Weihua Zhuang,et al.  Software Defined Space-Air-Ground Integrated Vehicular Networks: Challenges and Solutions , 2017, IEEE Communications Magazine.

[33]  Ian F. Akyildiz,et al.  A survey of mobility management in next-generation all-IP-based wireless systems , 2004, IEEE Wirel. Commun..

[34]  Petri Mähönen,et al.  TCP performance issues over wireless links , 2001, IEEE Commun. Mag..

[35]  Yunfei Chen,et al.  Optimum Placement of UAV as Relays , 2018, IEEE Communications Letters.

[36]  Fenghua Zhu,et al.  A Kind of Novel ITS Based on Space-Air-Ground Big-Data , 2016, IEEE Intelligent Transportation Systems Magazine.

[37]  Jon Crowcroft,et al.  Inter-domain routing for mobile ad hoc networks , 2008, MobiArch '08.

[38]  Ying Wang,et al.  Hybrid Satellite-Aerial-Terrestrial Networks for Public Safety , 2014, PSATS.

[39]  Igor Bisio,et al.  Minimum distance bandwidth allocation over space communications , 2007, IEEE Communications Letters.

[40]  Igor Bisio,et al.  The concept of fairness: Definitions and use in bandwidth allocation applied to satellite environment , 2014, IEEE Aerospace and Electronic Systems Magazine.

[41]  Cheng-Xiang Wang,et al.  Energy Efficient Adaptive Transmissions in Integrated Satellite-Terrestrial Networks With SER Constraints , 2018, IEEE Transactions on Wireless Communications.

[42]  Filip De Turck,et al.  Network Function Virtualization: State-of-the-Art and Research Challenges , 2015, IEEE Communications Surveys & Tutorials.

[43]  Knut Øvsthus,et al.  TCP challenges in hybrid military satellite networks; measurements and comparison , 2012, MILCOM 2012 - 2012 IEEE Military Communications Conference.

[44]  Abderrahmane Lakas,et al.  CRUV: Connectivity-based traffic density aware routing using UAVs for VANets , 2015, 2015 International Conference on Connected Vehicles and Expo (ICCVE).

[45]  Symeon Papavassiliou,et al.  Receding Horizon Control for an Online Cross-Layer Design of Wireless Networks Over Time-Varying Stochastic Channels , 2017, IEEE Transactions on Wireless Communications.

[46]  Ian F. Akyildiz,et al.  Help from the Sky: Leveraging UAVs for Disaster Management , 2017, IEEE Pervasive Computing.

[47]  Zhengming Ma,et al.  Mobility Support in IPv4/v6 Network , 2012 .

[48]  Barry G. Evans,et al.  On the Gateway Diversity for High Throughput Broadband Satellite Systems , 2014, IEEE Transactions on Wireless Communications.

[49]  A. Bilzhause,et al.  Datalink security in the L-band digital aeronautical communications system (LDACS) for air traffic management , 2017, IEEE Aerospace and Electronic Systems Magazine.

[50]  F. Richard Yu,et al.  Dynamic spectrum management for heterogeneous UAV networks with navigation data assistance , 2015, 2015 IEEE Wireless Communications and Networking Conference (WCNC).

[51]  Marina Ruggieri,et al.  Integrated satellite-HAP systems , 2005, IEEE Communications Magazine.

[52]  Abbas Jamalipour,et al.  Exploring the routing strategies in next-generation satellite networks , 2007, IEEE Wireless Communications.

[53]  Riadh Dhaou,et al.  Handover Management Optimization for LTE Terrestrial Network with Satellite Backhaul , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[54]  Ruchuan Wang,et al.  Performance of QoS routing using genetic algorithm for Polar-orbit LEO satellite networks , 2011 .

[55]  Igor Bisio,et al.  Cooperative Application Layer Joint Video Coding in the Internet of Remote Things , 2016, IEEE Internet of Things Journal.

[56]  Thierry Turletti,et al.  A Survey of Software-Defined Networking: Past, Present, and Future of Programmable Networks , 2014, IEEE Communications Surveys & Tutorials.

[57]  Song Guo,et al.  Cooperative QoS Beamforming for Multicast Transmission in Terrestrial-Satellite Networks , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[58]  Igor Bisio,et al.  Multimedia Content Delivery for Emerging 5G-Satellite Networks , 2016, IEEE Transactions on Broadcasting.

[59]  Joel J. P. C. Rodrigues,et al.  Data Offloading in 5G-Enabled Software-Defined Vehicular Networks: A Stackelberg-Game-Based Approach , 2017, IEEE Communications Magazine.

[60]  F. J. Dietrich,et al.  The Globalstar cellular satellite system , 1998 .

[61]  Lena Wosinska,et al.  Data plane and control architectures for 5G transport networks , 2015, 2015 European Conference on Optical Communication (ECOC).

[62]  Randy H. Katz,et al.  Transport protocols for Internet-compatible satellite networks , 1999, IEEE J. Sel. Areas Commun..

[63]  Markus Werner,et al.  ATM-Based Routing in LEO/MEO Satellite Networks with Intersatellite Links , 1997, IEEE J. Sel. Areas Commun..

[64]  Dandan Fan,et al.  Study on mobility technologies of space-ground integrated IP network toward GEO satellites , 2016, 2016 2nd IEEE International Conference on Computer and Communications (ICCC).

[65]  Song Guo,et al.  An SDN-Based Architecture for Next-Generation Wireless Networks , 2017, IEEE Wireless Communications.

[66]  David W. Matolak,et al.  Software defined radios as cognitive relays for satellite ground stations incurring terrestrial interference , 2017, 2017 Cognitive Communications for Aerospace Applications Workshop (CCAA).

[67]  Xiaohua Jia,et al.  Optimal Data Downloading by Using Inter-Satellite Offloading in LEO Satellite Networks , 2016, 2016 IEEE Global Communications Conference (GLOBECOM).

[68]  Marco Conti,et al.  Mobile ad hoc networking: milestones, challenges, and new research directions , 2014, IEEE Communications Magazine.

[69]  Tomaso de Cola,et al.  Advanced transport satellite protocol , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).

[70]  Walid Saad,et al.  Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs , 2015, IEEE Transactions on Wireless Communications.

[71]  Mohammed Atiquzzaman,et al.  On the routing in Flying Ad Hoc Networks , 2015, 2015 Federated Conference on Computer Science and Information Systems (FedCSIS).

[72]  Ryu Miura,et al.  AC-POCA: Anticoordination Game Based Partially Overlapping Channels Assignment in Combined UAV and D2D-Based Networks , 2017, IEEE Transactions on Vehicular Technology.

[73]  Dinh Thai Hoang,et al.  Optimal energy allocation policy for wireless networks in the sky , 2015, 2015 IEEE International Conference on Communications (ICC).

[74]  Nei Kato,et al.  Joint Placement of Controllers and Gateways in SDN-Enabled 5G-Satellite Integrated Network , 2018, IEEE Journal on Selected Areas in Communications.

[75]  Oriol Sallent,et al.  Flexible capacity and traffic management for hybrid satellite-terrestrial mobile backhauling networks , 2016, 2016 International Symposium on Wireless Communication Systems (ISWCS).

[76]  Huachun Zhou,et al.  Using SDN and NFV to Implement Satellite Communication Networks , 2016, 2016 International Conference on Networking and Network Applications (NaNA).

[77]  Mario Marchese,et al.  Feeder-link outage prediction algorithms for SDN-based high-throughput satellite systems , 2016, 2016 IEEE International Conference on Communications (ICC).

[78]  Cesare Roseti,et al.  Mobile-PEP: Satellite terminal handover preserving service continuity , 2015, 2015 International Symposium on Wireless Communication Systems (ISWCS).

[79]  Lars Michael Kristensen,et al.  An Industrial Perspective on Wireless Sensor Networks — A Survey of Requirements, Protocols, and Challenges , 2014, IEEE Communications Surveys & Tutorials.

[80]  Marina Ruggieri,et al.  Satellite communication and propagation experiments through the alphasat Q/V band Aldo Paraboni technology demonstration payload , 2016, IEEE Aerospace and Electronic Systems Magazine.

[81]  Victor C. M. Leung,et al.  UAV Trajectory Optimization for Data Offloading at the Edge of Multiple Cells , 2018, IEEE Transactions on Vehicular Technology.

[82]  Cesare Roseti,et al.  Analysis and Performance Evaluation of a Burst-Based TCP for Satellite DVB RCS Links , 2010, IEEE/ACM Transactions on Networking.

[83]  Robert F. Mills,et al.  Improving the Global Information Grid's Performance through Satellite Communications Layer Enhancements , 2006, IEEE Communications Magazine.

[84]  Laurent Roullet,et al.  Hybrid satellite and terrestrial infrastructure for mobile broadcast services delivery: An outlook to the 'Unlimited Mobile TV' system performance , 2008, Int. J. Satell. Commun. Netw..

[85]  Nei Kato,et al.  Toward Optimized Traffic Distribution for Efficient Network Capacity Utilization in Two-Layered Satellite Networks , 2013, IEEE Transactions on Vehicular Technology.

[86]  Ke Zhang,et al.  Energy-Efficient Offloading for Mobile Edge Computing in 5G Heterogeneous Networks , 2016, IEEE Access.

[87]  Vera Stavroulaki,et al.  5G on the Horizon: Key Challenges for the Radio-Access Network , 2013, IEEE Vehicular Technology Magazine.

[88]  Dario Floreano,et al.  Dynamic Routing for Flying Ad Hoc Networks , 2014, IEEE Transactions on Vehicular Technology.

[89]  T. V. Lakshman,et al.  The performance of TCP/IP for networks with high bandwidth-delay products and random loss , 1997, TNET.

[90]  Shiwen Mao,et al.  Wireless Multimedia Cognitive Radio Networks: A Comprehensive Survey , 2018, IEEE Communications Surveys & Tutorials.

[91]  Cheng Li,et al.  AUV-Aided Joint Localization and Time Synchronization for Underwater Acoustic Sensor Networks , 2018, IEEE Signal Processing Letters.

[92]  Theodore S. Rappaport,et al.  Cross-layer design for wireless networks , 2003, IEEE Commun. Mag..

[93]  Nei Kato,et al.  Earth Stations deployment for maximizing system throughput in Satellite/Solar-Powered Mesh Integrated Network , 2015, 2015 IEEE International Conference on Communications (ICC).

[94]  Barry G. Evans,et al.  Gateway Diversity via Flexible Resource Allocation in a Multibeam SS-TDMA System , 2013, IEEE Communications Letters.

[95]  George Ghinea,et al.  QoS Provisioning in Converged Satellite and Terrestrial Networks: A Survey of the State-of-the-Art , 2016, IEEE Communications Surveys & Tutorials.

[96]  Yao Zheng,et al.  TLR: A Traffic-Light-Based Intelligent Routing Strategy for NGEO Satellite IP Networks , 2014, IEEE Transactions on Wireless Communications.

[97]  Thomas Jost,et al.  Airborne measurements enhancing the satellite-to-aircraft channel model in L-band , 2016, 2016 10th European Conference on Antennas and Propagation (EuCAP).

[98]  Stefan Valentin,et al.  Trends and challenges in wireless channel modeling for evolving radio access , 2016, IEEE Communications Magazine.

[99]  Zhenyu Na,et al.  Spectrum Allocation With Asymmetric Monopoly Model for Multibeam-Based Cognitive Satellite Networks , 2018, IEEE Access.

[100]  Yasuyuki Maekawa,et al.  Effects of rain area motions on site diversity techniques in Ku band satellite signal attenuation , 2016, 2016 International Symposium on Antennas and Propagation (ISAP).

[101]  Nei Kato,et al.  Device-to-Device Communication in LTE-Advanced Networks: A Survey , 2015, IEEE Communications Surveys & Tutorials.

[102]  Symeon Chatzinotas,et al.  Resource Allocation for Cognitive Satellite Communications With Incumbent Terrestrial Networks , 2015, IEEE Transactions on Cognitive Communications and Networking.

[103]  Jinling Ma,et al.  The Study on RF Inter-Satellite Links , 2011, 2011 7th International Conference on Wireless Communications, Networking and Mobile Computing.

[104]  Tarik Taleb,et al.  Low-Altitude Unmanned Aerial Vehicles-Based Internet of Things Services: Comprehensive Survey and Future Perspectives , 2016, IEEE Internet of Things Journal.

[105]  Fabrice Arnal,et al.  NFV applicability and use cases in satellite networks , 2016, 2016 European Conference on Networks and Communications (EuCNC).

[106]  Yan Zhang,et al.  Design, Analysis, and Field Testing of an Innovative Drone-Assisted Zero-Configuration Localization Framework for Wireless Sensor Networks , 2017, IEEE Transactions on Vehicular Technology.

[107]  Hamid Jafarkhani,et al.  UAV-aided cross-layer routing for MANETs , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[108]  Rui Zhang,et al.  Spectrum Sharing and Cyclical Multiple Access in UAV-Aided Cellular Offloading , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[109]  Younghoon Kim,et al.  Fairness PEP solution for satellite TCP , 2015, 2015 Seventh International Conference on Ubiquitous and Future Networks.

[110]  Tereza Pultarova,et al.  Telecommunications - Space tycoons go head to head over mega satellite network [News Briefing] , 2015 .

[111]  Ramón Martínez Rodríguez-Osorio,et al.  Survey of Inter-Satellite Communication for Small Satellite Systems: Physical Layer to Network Layer View , 2016, IEEE Communications Surveys & Tutorials.

[112]  Angelos Amditis,et al.  Integration of satellite and LTE for disaster recovery , 2015, IEEE Communications Magazine.

[113]  Nei Kato,et al.  Supporting IP/LEO satellite networks by handover-independent IP mobility management , 2004, IEEE Journal on Selected Areas in Communications.

[114]  Sastri L. Kota,et al.  Satellite component of NGN: Integrated and hybrid networks , 2011, Int. J. Satell. Commun. Netw..

[115]  Nei Kato,et al.  Assessing packet delivery delay in multi-layered satellite networks , 2012, 2012 IEEE International Conference on Communications (ICC).

[116]  Nei Kato,et al.  Cross-Layer Data Delivery in Satellite-Aerial-Terrestrial Communication , 2018, IEEE Wireless Communications.

[117]  Eylem Ekici,et al.  A multicast routing algorithm for LEO satellite IP networks , 2002, TNET.

[118]  Jun Du,et al.  Contract Design for Traffic Offloading and Resource Allocation in Heterogeneous Ultra-Dense Networks , 2017, IEEE Journal on Selected Areas in Communications.

[119]  Mario Gerla,et al.  Multipath TCP in SDN-enabled LEO satellite networks , 2016, MILCOM 2016 - 2016 IEEE Military Communications Conference.

[120]  Igor Bisio,et al.  Satellite Communications Supporting Internet of Remote Things , 2016, IEEE Internet of Things Journal.

[121]  Li Zhao,et al.  LTE-V: A TD-LTE-Based V2X Solution for Future Vehicular Network , 2016, IEEE Internet of Things Journal.

[122]  Rong Yu,et al.  Exploring Mobile Edge Computing for 5G-Enabled Software Defined Vehicular Networks , 2017, IEEE Wireless Communications.

[123]  Nei Kato,et al.  GT-QoSec: A Game-Theoretic Joint Optimization of QoS and Security for Differentiated Services in Next Generation Heterogeneous Networks , 2017, IEEE Transactions on Wireless Communications.

[124]  Walid Saad,et al.  Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization , 2017, IEEE Transactions on Wireless Communications.

[125]  Rudra Dutta,et al.  A Survey of Network Design Problems and Joint Design Approaches in Wireless Mesh Networks , 2011, IEEE Communications Surveys & Tutorials.

[126]  Ramjee Prasad,et al.  A survey of future broadband multimedia satellite systems, issues and trends , 2000, IEEE Commun. Mag..

[127]  Hejiao Huang,et al.  Collaborative Data Downloading by Using Inter-Satellite Links in LEO Satellite Networks , 2017, IEEE Transactions on Wireless Communications.

[128]  Tarik Taleb,et al.  Recent trends in IP/NGEO satellite communication systems: transport, routing, and mobility management concerns , 2005, IEEE Wireless Communications.

[129]  Ilker Bekmezci,et al.  Connected multi UAV task planning for Flying Ad Hoc Networks , 2014, 2014 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom).

[130]  Luís Bernardo,et al.  Aggregate Interference in Random Waypoint Mobile Networks , 2015, IEEE Communications Letters.

[131]  Kwong Chiew Foong,et al.  Mobility Management for Satellite/Terrestrial Multi-Service Convergence Networks , 2009, 2009 International Conference on Communication Software and Networks.

[132]  Sung-Jae Lee,et al.  Adaptive PEP based on location information for SOTM networks , 2016, 2016 International Conference on Information and Communication Technology Convergence (ICTC).

[133]  Gabriel Montenegro,et al.  Performance Enhancing Proxies Intended to Mitigate Link-Related Degradations , 2001, RFC.

[134]  Zhigang Li,et al.  Analysis of channel characteristics and channel model for satellite communication system , 2016, 2016 IEEE International Conference on Electronic Information and Communication Technology (ICEICT).

[135]  Mohammad Hossein Anisi,et al.  Review on MANET Based Communication for Search and Rescue Operations , 2017, Wirel. Pers. Commun..

[136]  Robert T. Braden,et al.  Requirements for Internet Hosts - Communication Layers , 1989, RFC.

[137]  Thinh Nguyen,et al.  Satellite jamming: A game theoretic analysis , 2017, MILCOM 2017 - 2017 IEEE Military Communications Conference (MILCOM).

[138]  Lie-Liang Yang,et al.  Energy-Efficient Cross-Layer Design of Wireless Mesh Networks for Content Sharing in Online Social Networks , 2017, IEEE Transactions on Vehicular Technology.

[139]  Hiroyuki Tsuji,et al.  Development of ka-band satellite tracking antenna for unmanned aircraft system , 2014, 2014 International Symposium on Wireless Personal Multimedia Communications (WPMC).

[140]  Parastoo Sadeghi,et al.  Joint Optimization of Throughput and Packet Drop Rate for Delay Sensitive Applications in TDD Satellite Network Coded Systems , 2014, IEEE Transactions on Communications.

[141]  Gorazd Kandus,et al.  The impact of different scheduling policies on traffic class dependent routing in intersatellite link networks , 2004, Int. J. Satell. Commun. Netw..

[142]  Lutz Lampe,et al.  WiMAX technology in smart distribution networks: Architecture, modeling, and applications , 2014, 2014 IEEE PES T&D Conference and Exposition.

[143]  Montserrat Ros,et al.  A Comparative Survey of VANET Clustering Techniques , 2017, IEEE Communications Surveys & Tutorials.

[144]  Eric W. Frew,et al.  Networking Issues for Small Unmanned Aircraft Systems , 2009, J. Intell. Robotic Syst..

[145]  David W. Matolak,et al.  Air-Ground Channel Characterization for Unmanned Aircraft Systems—Part IV: Airframe Shadowing , 2017, IEEE Transactions on Vehicular Technology.

[146]  Steven H. Blumenthal Medium Earth Orbit Ka Band Satellite Communications System , 2013, MILCOM 2013 - 2013 IEEE Military Communications Conference.

[147]  Tommy Svensson,et al.  Modeling and Analyzing the Cross-Tier Handover in Heterogeneous Networks , 2017, IEEE Transactions on Wireless Communications.

[148]  Rudolf Ahlswede,et al.  Network information flow , 2000, IEEE Trans. Inf. Theory.

[149]  Ru-chuan Wang,et al.  Agent-based load balancing routing for LEO satellite networks , 2010, Comput. Networks.

[150]  Karina Mabell Gomez,et al.  Designing and implementing future aerial communication networks , 2016, IEEE Communications Magazine.

[151]  Patrick Gelard,et al.  Software defined networking and virtualization for broadband satellite networks , 2015, IEEE Communications Magazine.

[152]  Baosheng Wang,et al.  Distributed mobility management in IP/LEO satellite networks , 2016, 2016 3rd International Conference on Systems and Informatics (ICSAI).

[153]  Atsushi Okamura,et al.  Flexibility-Enhanced HTS System for Disaster Management: Responding to Communication Demand Explosion in a Disaster , 2020, IEEE Transactions on Emerging Topics in Computing.

[154]  Guy Pujolle,et al.  From TCP/IP to convergent networks: challenges and taxonomy , 2008, IEEE Communications Surveys & Tutorials.

[155]  Antti Ylä-Jääski,et al.  Multipath Transmission for the Internet: A Survey , 2016, IEEE Communications Surveys & Tutorials.

[156]  Xing Zhang,et al.  Performance analysis of C/U split hybrid satellite terrestrial network for 5G systems , 2015, 2015 IEEE 20th International Workshop on Computer Aided Modelling and Design of Communication Links and Networks (CAMAD).

[157]  Zeppenfeldt Challenges to UAV Satellite Communications - An Overview from ESA , 2007 .

[158]  Yim-Fun Hu,et al.  Performance analysis of data aggregation and security in WSN-satellite integrated networks , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[159]  Lars Thiele,et al.  Coordinated multipoint: Concepts, performance, and field trial results , 2011, IEEE Communications Magazine.

[160]  Riccardo De Gaudenzi,et al.  Channel estimation and physical layer adaptation techniques for satellite networks exploiting adaptive coding and modulation , 2008, Int. J. Satell. Commun. Netw..

[161]  Zhengang Pan,et al.  Macro-assisted data-only carrier for 5G green cellular systems , 2015, IEEE Communications Magazine.

[162]  Pasquale Pace,et al.  Effective Routing Algorithm for Multilayered Terrestrial-HAP-Satellite Networks , 2007, IEEE Communications Letters.

[163]  Ying Wang,et al.  Hybrid satellite-aerial-terrestrial networks in emergency scenarios: a survey , 2017, China Communications.

[164]  Vincent W. S. Chan,et al.  Cross-Layer Routing and Scheduling for Onboard Processing Satellites with Phased Array Antenna , 2017, IEEE Transactions on Wireless Communications.

[165]  Igor Bisio,et al.  SAT05-3: Performance Evaluation of Sink Selection Techniques in Satellite Sensor Networks , 2006, IEEE Globecom 2006.

[166]  A. Jamalipour,et al.  Explicit Load Balancing Technique for NGEO Satellite IP Networks With On-Board Processing Capabilities , 2009, IEEE/ACM Transactions on Networking.

[167]  Nazim Agoulmine,et al.  A Comprehensive Survey on Offload Techniques and Management in Wireless Access and Core Networks , 2015, IEEE Communications Surveys & Tutorials.

[168]  Jonas Radtke,et al.  Interactions of the space debris environment with mega constellations—Using the example of the OneWeb constellation , 2017 .

[169]  Giovanni Giambene,et al.  Channel prediction and network coding for smart gateway diversity in terabit satellite networks , 2014, 2014 IEEE Global Communications Conference.

[170]  S. Kirthiga,et al.  Parametric analysis of channel models for land mobile satellite MIMO , 2017, 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET).

[171]  Mohsen Guizani,et al.  5G D2D Networks: Techniques, Challenges, and Future Prospects , 2018, IEEE Systems Journal.

[172]  Mohammad S. Obaidat,et al.  Bandwidth-Effective Design of a Satellite-Based Hybrid Wireless Sensor Network for Mobile Target Detection and Tracking , 2008, IEEE Systems Journal.

[173]  Minglu Li,et al.  A Double Auction Mechanism to Bridge Users’ Task Requirements and Providers’ Resources in Two-Sided Cloud Markets , 2018, IEEE Transactions on Parallel and Distributed Systems.

[174]  Chao Li,et al.  A Novel Routing Strategy Based on Fuzzy Theory for NGEO Satellite Networks , 2015, 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall).

[175]  Jiajia Liu,et al.  Collaborative Computation Offloading for Multiaccess Edge Computing Over Fiber–Wireless Networks , 2018, IEEE Transactions on Vehicular Technology.

[176]  James MacGregor Smith,et al.  Performance Analysis of Correlated Handover Service in LEO Mobile Satellite Systems , 2016, IEEE Communications Letters.

[177]  Ilker Bekmezci,et al.  Flying Ad-Hoc Networks (FANETs): A survey , 2013, Ad Hoc Networks.

[178]  Ismail Güvenç,et al.  UAV-Enabled Intelligent Transportation Systems for the Smart City: Applications and Challenges , 2017, IEEE Communications Magazine.

[179]  N. Radhika,et al.  Satellite-TCP: A Flow Control Algorithm for Satellite Network , 2015 .

[180]  P. Swan,et al.  Overview of IRIDIUM satellite network , 1995, Proceedings of WESCON'95.

[181]  David W. Matolak,et al.  A Survey of Air-to-Ground Propagation Channel Modeling for Unmanned Aerial Vehicles , 2018, IEEE Communications Surveys & Tutorials.

[182]  Oriol Sallent,et al.  A traffic distribution scheme for 5G resilient backhauling using integrated satellite networks , 2017, 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC).

[183]  Jiahao Dai,et al.  Analytical Modeling of Resource Allocation in D2D Overlaying Multihop Multichannel Uplink Cellular Networks , 2017, IEEE Transactions on Vehicular Technology.

[184]  Carlo Caini,et al.  TCP Hybla: a TCP enhancement for heterogeneous networks , 2004, Int. J. Satell. Commun. Netw..

[185]  Muhammad Ali Imran,et al.  Separation Framework: An Enabler for Cooperative and D2D Communication for Future 5G Networks , 2016, IEEE Communications Surveys & Tutorials.

[186]  Zehua Wang,et al.  CORMAN: A Novel Cooperative Opportunistic Routing Scheme in Mobile Ad Hoc Networks , 2012, IEEE Journal on Selected Areas in Communications.

[187]  Mohammed M. Alani Guide to OSI and TCP/IP Models , 2014, SpringerBriefs in Computer Science.

[188]  David W. Matolak,et al.  Air–Ground Channel Characterization for Unmanned Aircraft Systems—Part III: The Suburban and Near-Urban Environments , 2017, IEEE Transactions on Vehicular Technology.

[189]  Tomaso de Cola,et al.  TCP New Reno over DVB-RCS2 Random Access Links: Performance Analysis and Throughput Estimation , 2014, GLOBECOM 2014.

[190]  Oriol Sallent,et al.  SDN/NFV-enabled satellite communications networks: Opportunities, scenarios and challenges , 2016, Phys. Commun..

[191]  Wenchao Xu,et al.  Drone Assisted Vehicular Networks: Architecture, Challenges and Opportunities , 2018, IEEE Network.

[192]  Tomaso de Cola,et al.  A simulation study of network-coding-enhanced PEP for TCP flows in GEO satellite networks , 2014, 2014 IEEE International Conference on Communications (ICC).

[193]  Hsiao-Hwa Chen,et al.  Radio Resource Management in Machine-to-Machine Communications—A Survey , 2018, IEEE Communications Surveys & Tutorials.

[194]  Arun Ayyagari,et al.  Global Information Grid (GIG) Edge Network Interface Architecture , 2007, MILCOM 2007 - IEEE Military Communications Conference.

[195]  Xiang Li,et al.  Design of 71–76 GHz Double-Corrugated Waveguide Traveling-Wave Tube for Satellite Downlink , 2018, IEEE Transactions on Electron Devices.

[196]  Barry G. Evans,et al.  Integration of satellite and terrestrial systems in future multimedia communications , 2005, IEEE Wireless Communications.