A novel selective cross layer based routing scheme using ACO method for vehicular networks

Abstract Internet of Vehicles (IoVs) as one of the developing paradigm in the current scenario intends to present a plenty of inventive applications and services. These developing applications force to attain a specific quality of service (QoS) requirements for Vehicle Ad-Hoc Networks (VANETs). Because of high node density and substantial mobility the complexity of VANET increases tremendously, which results the process of routing, security and QoS challenging. This yields an emerging need to design a more productive and intellectual routing protocol in VANET. In this paper we propose a novel selective cross layer design based Ant Colony Optimized Ad-Hoc On Demand Distance Vector (ACO-AODV) routing protocol. The cross-layer design proposed in this work selectively optimizes the information acquired from Application (APP) layer, Transport layer; physical layer and the Media Access Control (MAC) layer in the networks. We used the advantage of ACO to resolve the route selection issue and Particle Swarm Optimization (PSO)based MAC scheduling mechanism for slot assignment during data transmission. Simulation results & Comparisons are presented to show the significance of the proposed routing protocol with improved QoS.

[1]  Norsheila Fisal,et al.  A real-time routing protocol with load distribution in wireless sensor networks , 2008, Comput. Commun..

[2]  Zhiming Wu,et al.  A TDMA scheduling scheme for many-to-one communications in wireless sensor networks , 2007, Comput. Commun..

[3]  Sherali Zeadally,et al.  HyBR: A Hybrid Bio-inspired Bee swarm Routing protocol for safety applications in Vehicular Ad hoc NETworks (VANETs) , 2013, J. Syst. Archit..

[4]  Zhuo Li,et al.  Information-centric mobile ad hoc networks and content routing: A survey , 2017, Ad Hoc Networks.

[5]  Andrea Baiocchi,et al.  A distributed beaconless routing protocol for real-time video dissemination in multimedia VANETs , 2015, Comput. Commun..

[6]  Eylem Ekici,et al.  A survey of cross-layer design for VANETs , 2011, Ad Hoc Networks.

[7]  Wendi B. Heinzelman,et al.  QoS-aware routing based on bandwidth estimation for mobile ad hoc networks , 2005, IEEE Journal on Selected Areas in Communications.

[8]  D. K. Lobiyal,et al.  Parameter Value Optimization of Ad-hoc on Demand Multipath Distance Vector Routing Using Particle Swarm Optimization , 2015 .

[9]  Dimitrios Hatzinakos,et al.  A cross-layer architecture of wireless sensor networks for target tracking , 2007, TNET.

[10]  Qiang Ni,et al.  Secure and Robust Multi-Constrained QoS Aware Routing Algorithm for VANETs , 2016, IEEE Transactions on Dependable and Secure Computing.

[11]  Seema Bawa,et al.  QoS-Aware Data Dissemination for Dense Urban Regions in Vehicular Ad Hoc Networks , 2015, Mob. Networks Appl..

[12]  Marwane Ayaida,et al.  A Realistic Location Service for VANETs , 2017, I4CS.

[13]  Jalel Ben-Othman,et al.  Energy efficient and QoS based routing protocol for wireless sensor networks , 2010, J. Parallel Distributed Comput..

[14]  Floriano De Rango,et al.  A Predictive Cross-Layered Interference Management in a Multichannel MAC with Reactive Routing in VANET , 2016, IEEE Transactions on Mobile Computing.

[15]  Mohammad S. Khan,et al.  SMMV: Secure multimedia delivery in vehicles using roadside infrastructure , 2017, Veh. Commun..

[16]  Sami Muhaidat,et al.  Novel cross layer detection schemes to detect blackhole attack against QoS-OLSR protocol in VANET , 2016, Veh. Commun..

[17]  Jan Rüth,et al.  Communication and Networking for the Industrial Internet of Things , 2017 .

[18]  Andrea J. Goldsmith,et al.  Cross-layer design of energy-constrained networks using cooperative MIMO techniques , 2006, Signal Process..

[19]  Min Chen,et al.  Virtual MIMO-based cross-layer design for wireless sensor networks , 2006, IEEE Transactions on Vehicular Technology.

[20]  Xinming Zhang,et al.  An Estimated Distance-Based Routing Protocol for Mobile Ad hoc Networks , 2011, IEEE Transactions on Vehicular Technology.

[21]  Cristian Borcea,et al.  VANET Routing on City Roads Using Real-Time Vehicular Traffic Information , 2009, IEEE Transactions on Vehicular Technology.

[22]  John Murphy,et al.  A fast, reliable and lightweight distributed dissemination protocol for safety messages in Urban Vehicular Networks , 2015, Ad Hoc Networks.

[23]  Jinsong Wu,et al.  Adaptive Quality-of-Service-Based Routing for Vehicular Ad Hoc Networks With Ant Colony Optimization , 2017, IEEE Transactions on Vehicular Technology.

[24]  D. Karaboga,et al.  On the performance of artificial bee colony (ABC) algorithm , 2008, Appl. Soft Comput..

[25]  Md. Monirul Islam,et al.  Intelligent dynamic spectrum access using hybrid genetic operators , 2017, Swarm Evol. Comput..

[26]  Shahram Jamali,et al.  Routing Algorithm for Vehicular Ad Hoc Network Based on Dynamic Ant Colony Optimization , 2016 .

[27]  Xin Zhang,et al.  A micro-artificial bee colony based multicast routing in vehicular ad hoc networks , 2017, Ad Hoc Networks.

[28]  Rahim Tafazolli,et al.  CLWPR — A novel cross-layer optimized position based routing protocol for VANETs , 2011, 2011 IEEE Vehicular Networking Conference (VNC).

[29]  Yuh-Shyan Chen,et al.  DIR: diagonal-intersection-based routing protocol for vehicular ad hoc networks , 2011, Telecommun. Syst..

[30]  Ning Zhang,et al.  A connectivity-aware intersection-based routing in VANETs , 2014, EURASIP J. Wirel. Commun. Netw..

[31]  Richard Werner Nelem Pazzi,et al.  Using clustering for target tracking in vehicular ad hoc networks , 2017, Veh. Commun..

[32]  Lila Boukhatem,et al.  An Intersection-based QoS Routing in Vehicular Ad Hoc Networks , 2015, Mobile Networks and Applications.

[33]  Rongxing Lu,et al.  A comprehensive study of RPL and P2P-RPL routing protocols: Implementation, challenges and opportunities , 2016, Peer-to-Peer Networking and Applications.

[34]  Hai Zhao,et al.  Efficient and Reliable Broadcast in Intervehicle Communication Networks: A Cross-Layer Approach , 2010, IEEE Transactions on Vehicular Technology.

[35]  M. Milton Joe,et al.  Cluster based emergency message broadcasting technique for vehicular ad hoc network , 2017, Wirel. Networks.

[36]  Lian Zhao,et al.  An SMDP-Based Prioritized Channel Allocation Scheme in Cognitive Enabled Vehicular Ad Hoc Networks , 2017, IEEE Transactions on Vehicular Technology.

[37]  Luciano Bononi,et al.  Enhancing multi-hop communication over multi-radio multi-channel wireless mesh networks: A cross-layer approach , 2011, Comput. Commun..

[38]  Yu-Chee Tseng,et al.  GRID: A Fully Location-Aware Routing Protocol for Mobile Ad Hoc Networks , 2001, Telecommun. Syst..

[39]  Yuanguo Bi,et al.  Cross-Layer Broadcast in V2V Communication Networks , 2017 .

[40]  Nitin H. Vaidya,et al.  Location‐Aided Routing (LAR) in mobile ad hoc networks , 2000, Wirel. Networks.