Incentive Mechanism for Cooperative Scalable Video Coding (SVC) Multicast Based on Contract Theory

In scalable video coding (SVC) multicast, videos are encoded into several layers that represent multiple quality levels. Mobile users with different wireless channel conditions can obtain different numbers of layers and have different quality of experience (QoE). To enhance the QoE of the users that suffer from the worse channel quality, it is beneficial to stimulate users’ cooperation in relaying enhancement layers. However, potential relays may be unwilling to truthfully cooperate with receivers, which results in the asymmetric information problem in relay selecting. In this paper, we model the video relaying selection as a market with multiple receivers (principals) and relays (agents), and solve the problem according to the contract theory. The proposed solution is divided into following two steps: first, contract design and item preselection, and second, matching between each principal and agent. We propose a contract parameter determination method termed as the Matching-Aware strategy. Different from traditional strategies, the proposed Matching-Aware strategy makes the contract competitive in principal-agent matching without knowing the probability distribution of relays’ types. The matching step is undertaken by the base station with the purpose of maximizing the social welfare. Numerical results corroborate that the contract-based video relaying scheme can tackle the asymmetric information problem. Besides, compared with other two baseline strategies, the proposed Matching-Aware strategy achieves higher QoE.

[1]  Kejie Lu,et al.  Optimal Transmission Topology Construction and Secure Linear Network Coding Design for Virtual-Source Multicast With Integral Link Rates , 2018, IEEE Transactions on Multimedia.

[2]  Hao Zhou,et al.  Joint Resource Allocation and User Association for SVC Multicast Over Heterogeneous Cellular Networks , 2015, IEEE Transactions on Wireless Communications.

[3]  Khaled Ben Letaief,et al.  Optimal QoS-Aware Channel Assignment in D2D Communications With Partial CSI , 2016, IEEE Transactions on Wireless Communications.

[4]  Tao Jiang,et al.  Share communication and computation resources on mobile devices: a social awareness perspective , 2016, IEEE Wireless Communications.

[5]  Xinbing Wang,et al.  A game theory approach for power control and relay selection in cooperative communication networks with asymmetric information , 2013, 2013 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

[6]  Zan Li,et al.  Underlay cognitive relay networks with imperfect channel state information and multiple primary receivers , 2015, IET Commun..

[7]  Xi Fang,et al.  Game theory in cooperative communications , 2012, IEEE Wireless Communications.

[8]  Heiko Schwarz,et al.  Overview of the Scalable Video Coding Extension of the H.264/AVC Standard , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[9]  Lei Wang,et al.  Social-Aware Cooperative Video Distribution via SVC Streaming Multicast , 2018, Wirel. Commun. Mob. Comput..

[10]  Tao Jiang,et al.  Cross-Technology Communications for Heterogeneous IoT Devices Through Artificial Doppler Shifts , 2018, IEEE Transactions on Wireless Communications.

[11]  Dongfeng Yuan,et al.  Jointly Optimal Rate Control and Relay Selection for Cooperative Wireless Video Streaming , 2013, IEEE/ACM Transactions on Networking.

[12]  Abbas Jamalipour,et al.  Contract design for relay-based cooperative communication with hidden channel state information , 2012, 2012 1st IEEE International Conference on Communications in China (ICCC).

[13]  Ce-Kuen Shieh,et al.  Weight-Based Video Multicast over Broadband Wireless Access Networks , 2012, 2012 12th International Symposium on Pervasive Systems, Algorithms and Networks.

[14]  Hao Zhou,et al.  A resource allocation algorithm for SVC multicast over wireless relay networks based on Cascaded Coverage Problem , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).

[15]  Hongbo Zhu,et al.  Joint Coding Mode and Multi-Path Selection for Video Transmission in D2D-Underlaid Cellular Network with Shared Relays , 2014, GLOBECOM 2014.

[16]  Sorina Dumitrescu,et al.  Layered Multicast With Inter-Layer Network Coding for Multimedia Streaming , 2011, IEEE Transactions on Multimedia.

[17]  YANG CAO,et al.  Cooperative device-to-device communications in cellular networks , 2015, IEEE Wireless Communications.

[18]  Behrooz Makki,et al.  On the Average Rate of Quasi-Static Fading Channels with ARQ and CSI Feedback , 2010, IEEE Communications Letters.

[19]  Tao Jiang,et al.  Edge Computing Framework for Cooperative Video Processing in Multimedia IoT Systems , 2018, IEEE Transactions on Multimedia.

[20]  Abbas Jamalipour,et al.  Relay selection scheme for cooperative communication networks using contract theory , 2013, 2013 19th Asia-Pacific Conference on Communications (APCC).

[21]  Vijay K. Bhargava,et al.  Relay Selection for OFDM Wireless Systems under Asymmetric Information: A Contract-Theory Based Approach , 2012, IEEE Transactions on Wireless Communications.

[22]  Xinbing Wang,et al.  Spectrum Trading in Cognitive Radio Networks: A Contract-Theoretic Modeling Approach , 2011, IEEE Journal on Selected Areas in Communications.

[23]  K. J. Ray Liu,et al.  Cooperative communications with relay-selection: when to cooperate and whom to cooperate with? , 2008, IEEE Transactions on Wireless Communications.

[24]  Saviour Zammit,et al.  A Survey of Multicasting over Wireless Access Networks , 2013, IEEE Communications Surveys & Tutorials.

[25]  Miao Pan,et al.  Non-Cash Auction for Spectrum Trading in Cognitive Radio Networks: Contract Theoretical Model With Joint Adverse Selection and Moral Hazard , 2017, IEEE Journal on Selected Areas in Communications.

[26]  Zhou Su,et al.  Contract theory based caching and pricing strategy for content centric networks , 2017, 2017 ITU Kaleidoscope: Challenges for a Data-Driven Society (ITU K).

[27]  Yueming Cai,et al.  Social-Aware Rate Based Content Sharing Mode Selection for D2D Content Sharing Scenarios , 2017, IEEE Transactions on Multimedia.

[28]  Leonardo Badia,et al.  Promoting Cooperation in Wireless Relay Networks Through Stackelberg Dynamic Scheduling , 2013, IEEE Transactions on Communications.

[29]  John S. Thompson,et al.  Amplify-and-forward with partial relay selection , 2008, IEEE Communications Letters.

[30]  K. J. Ray Liu,et al.  Cooperation and Coalition in Multimedia Fingerprinting Colluder Social Networks , 2012, IEEE Transactions on Multimedia.

[31]  Pablo César,et al.  1Mbps is enough: Video quality and individual idiosyncrasies in multiparty HD video-conferencing , 2016, 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX).

[32]  Lin Gao,et al.  Cooperative Spectrum Sharing: A Contract-Based Approach , 2014, IEEE Transactions on Mobile Computing.

[33]  Xu Chen,et al.  Social-Aware Video Multicast Based on Device-to-Device Communications , 2016, IEEE Transactions on Mobile Computing.

[34]  Geoffrey Ye Li,et al.  QoS-Aware Resource Allocation for Device-to-Device Communications With Channel Uncertainty , 2016, IEEE Transactions on Vehicular Technology.

[35]  Hung-Yu Wei,et al.  A QoE-Based Link Adaptation Scheme for H.264/SVC Video Multicast Over IEEE 802.11 , 2015, IEEE Transactions on Circuits and Systems for Video Technology.

[36]  Wessam Ajib,et al.  Impact of the CSI on the Performance of Cognitive Relay Networks With Partial Relay Selection , 2016, IEEE Transactions on Vehicular Technology.

[37]  Walid Saad,et al.  Incentives in cooperative networks: a contract-theoretic perspective , 2014, EURASIP J. Wirel. Commun. Netw..

[38]  Chung Gu Kang,et al.  Scalable Transmission Control: SVC-Based Dynamic Resource Allocation for Enhanced Multicast and Broadcast Service , 2012, IEEE Communications Letters.

[39]  Tao Jiang,et al.  QoE-aware resource allocation for adaptive device-to-device video streaming , 2015, IEEE Network.