Device-to-Device Communications Enabled Multicast Scheduling for mmWave Small Cells Using Multi-Level Codebooks

Heterogeneous cellular networks with small cells in the millimeter wave (mmWave) band densely deployed have become one of promising candidates for future wireless networks due to huge bandwidth available in the mmWave band. To overcome high path loss in the mmWave band, the beamforming technique of directional antennas is adopted. Consequently, concurrent transmissions of links can be enabled to improve network capacity. On the other hand, multicast services can support many applications like popular content downloading and broadcast communication services. In user intensive region where multicast services usually happen, device-to-device (D2D) communications in physical proximity provide better channel conditions, and can improve multicast efficiency. In this paper, we develop an efficient multicast scheduling scheme for mmWave small cells, referred to as CONMD2D, where both concurrent transmissions and D2D communications are exploited based on a multi-level antenna codebook to optimize network performance. In CONMD2D, the multicast group is partitioned into subgroups, and D2D transmission paths are established between subgroups. Then, a concurrent scheduling algorithm schedules the multicast links concurrently into the transmission stage. Performance evaluation under various system parameters demonstrates CONMD2D achieves significant improvement in network throughput and energy efficiency compared with other state-of-the-art schemes.

[1]  Ben Y. Zhao,et al.  Demystifying 60GHz outdoor picocells , 2014, MobiCom.

[2]  Yuguang Fang,et al.  Control and data signaling decoupled architecture for railway wireless networks , 2015, IEEE Wireless Communications.

[3]  Xuemin Shen,et al.  Rex: A randomized EXclusive region based scheduling scheme for mmWave WPANs with directional antenna , 2010, IEEE Transactions on Wireless Communications.

[4]  Edward W. Knightly,et al.  Scalable Multicast in Highly-Directional 60 GHz WLANs , 2016, SECON.

[5]  Moe Z. Win,et al.  Network localization and navigation via cooperation , 2011, IEEE Communications Magazine.

[6]  Xiongwen Zhao,et al.  Millimeter-Wave Propagation Channel Characterization for Short-Range Wireless Communications , 2009, IEEE Transactions on Vehicular Technology.

[7]  Sheng Chen,et al.  Optimal Mobile Content Downloading in Device-to-Device Communication Underlaying Cellular Networks , 2014, IEEE Transactions on Wireless Communications.

[8]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[9]  Chin-Sean Sum,et al.  Beam Codebook Based Beamforming Protocol for Multi-Gbps Millimeter-Wave WPAN Systems , 2009, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference.

[10]  Chin-Sean Sum,et al.  A Multi-Gbps Millimeter-Wave WPAN System Based on STDMA with Heuristic Scheduling , 2009, GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference.

[11]  David Pisinger,et al.  Where are the hard knapsack problems? , 2005, Comput. Oper. Res..

[12]  Akbar M. Sayeed,et al.  Mm-wave MIMO channel modeling and user localization using sparse beamspace signatures , 2014, 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[13]  Jaikumar Radhakrishnan,et al.  Greed is good: Approximating independent sets in sparse and bounded-degree graphs , 1997, Algorithmica.

[14]  Xiang-Gen Xia,et al.  Hierarchical Codebook Design for Beamforming Training in Millimeter-Wave Communication , 2015, IEEE Transactions on Wireless Communications.

[15]  Upamanyu Madhow,et al.  Blockage and directivity in 60 GHz wireless personal area networks: from cross-layer model to multihop MAC design , 2009, IEEE Journal on Selected Areas in Communications.

[16]  Xuemin Shen,et al.  Enabling device-to-device communications in millimeter-wave 5G cellular networks , 2015, IEEE Communications Magazine.

[17]  Bo Ai,et al.  On Indoor Millimeter Wave Massive MIMO Channels: Measurement and Simulation , 2017, IEEE Journal on Selected Areas in Communications.

[18]  Seunghyun Park,et al.  An Incremental Multicast Grouping Scheme for mmWave Networks with Directional Antennas , 2013, IEEE Communications Letters.

[19]  Robert W. Heath,et al.  Millimeter-Wave Vehicular Communication to Support Massive Automotive Sensing , 2016, IEEE Communications Magazine.

[20]  Srikanth V. Krishnamurthy,et al.  Directional neighbor discovery in 60 GHz indoor wireless networks , 2009, MSWiM '09.

[21]  Haiyun Luo,et al.  A new model for packet scheduling in multihop wireless networks , 2000, MobiCom '00.

[22]  Jeffrey G. Andrews,et al.  Femtocell networks: a survey , 2008, IEEE Communications Magazine.

[23]  Moe Z. Win,et al.  Mercury: An Infrastructure-Free System for Network Localization and Navigation , 2018, IEEE Transactions on Mobile Computing.

[24]  Xuemin Shen,et al.  Enabling Multi-Hop Concurrent Transmissions in 60 GHz Wireless Personal Area Networks , 2011, IEEE Transactions on Wireless Communications.

[25]  Shiwen Mao,et al.  On frame-based scheduling for directional mmWave WPANs , 2012, 2012 Proceedings IEEE INFOCOM.

[26]  Qian Chen,et al.  Directional Cooperative MAC Protocol Design and Performance Analysis for IEEE 802.11ad WLANs , 2013, IEEE Transactions on Vehicular Technology.

[27]  Athanasios V. Vasilakos,et al.  Exploiting Device-to-Device Communications in Joint Scheduling of Access and Backhaul for mmWave Small Cells , 2015, IEEE Journal on Selected Areas in Communications.

[28]  Chin-Sean Sum,et al.  Virtual time-slot allocation scheme for throughput enhancement in a millimeter-wave multi-Gbps WPAN system , 2009, IEEE Journal on Selected Areas in Communications.

[29]  Simon R. Saunders,et al.  Antennas and Propagation for Wireless Communication Systems , 1999 .

[30]  Zhu Han,et al.  Exploiting Device-to-Device Communications to Enhance Spatial Reuse for Popular Content Downloading in Directional mmWave Small Cells , 2015, IEEE Transactions on Vehicular Technology.

[31]  Xuemin Shen,et al.  STDMA-based scheduling algorithm for concurrent transmissions in directional millimeter wave networks , 2012, 2012 IEEE International Conference on Communications (ICC).

[32]  Athanasios V. Vasilakos,et al.  A survey of millimeter wave communications (mmWave) for 5G: opportunities and challenges , 2015, Wireless Networks.

[33]  Francois P. S. Chin,et al.  Spatial reuse strategy in mmWave WPANs with directional antennas , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).

[34]  Vijay Erramilli,et al.  Is there a case for mobile phone content pre-staging? , 2013, CoNEXT.