Harnessing channel collisions for efficient massive access in 5G networks: A step forward to practical implementation

The forthcoming fifth generation of cellular networks (5G) is envisioned to support massive machine type communication (MTC) where a vast number of MTC devices utilize the wireless spectrum to create what is called Internet-of-Things. The vision calls for a paradigm shift in the design and operation of wireless access schemes to enable efficient and reliable massive connectivity with many channel collisions occurring when (uncoordinated) multiple MTC devices concurrently access a shared wireless channel. Motivated by recent results in information theory, this paper proposes a promising approach to the massive access problem by combining the concept of network densification (i.e., ultra-dense deployment of base stations) with physical-layer network coding and pulse-shaped (filtered) OFDM as the most promising air-interface for 5G. The basic idea is to exploit channel collisions at nearby base stations to reliably decode linear equations of transmitted messages. The linear equations are then forwarded through the backbone to a macro base station that solves a system of linear equations to reconstruct the original messages.

[1]  Gerhard Fettweis,et al.  5G: Personal mobile internet beyond what cellular did to telephony , 2014, IEEE Communications Magazine.

[2]  Junyi Li,et al.  Network densification: the dominant theme for wireless evolution into 5G , 2014, IEEE Communications Magazine.

[3]  Slawomir Stanczak,et al.  On channel state feedback for two-hop networks based on low rank matrix recovery , 2013, 2013 IEEE International Conference on Communications (ICC).

[4]  Walid Saad,et al.  Toward Massive Machine Type Cellular Communications , 2017, IEEE Wireless Communications.

[5]  Marco Chiani,et al.  Coded Slotted ALOHA: A Graph-Based Method for Uncoordinated Multiple Access , 2014, IEEE Transactions on Information Theory.

[6]  Are Hjørungnes,et al.  Asynchronous Compute-and-Forward , 2013, IEEE Transactions on Communications.

[7]  Shuangfeng Han,et al.  Non-orthogonal multiple access for 5G: solutions, challenges, opportunities, and future research trends , 2015, IEEE Communications Magazine.

[8]  Slawomir Stanczak,et al.  Toward Energy-Efficient 5G Wireless Communications Technologies: Tools for decoupling the scaling of networks from the growth of operating power , 2014, IEEE Signal Processing Magazine.

[9]  Tarik Taleb,et al.  Machine-type communications: current status and future perspectives toward 5G systems , 2015, IEEE Communications Magazine.

[10]  Slawomir Stanczak,et al.  Nomographic Functions: Efficient Computation in Clustered Gaussian Sensor Networks , 2013, IEEE Transactions on Wireless Communications.

[11]  Petar Popovski,et al.  Massive M2M access with reliability guarantees in LTE systems , 2015, 2015 IEEE International Conference on Communications (ICC).

[12]  Michael Gastpar,et al.  Compute-and-Forward: Harnessing Interference Through Structured Codes , 2009, IEEE Transactions on Information Theory.

[13]  Petar Popovski,et al.  Sign-compute-resolve for random access , 2014, 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[14]  Xiao-Wen Chang,et al.  A linearithmic time algorithm for a shortest vector problem in compute-and-forward design , 2016, 2016 IEEE International Symposium on Information Theory (ISIT).

[15]  Slawomir Stanczak,et al.  Throughput scaling for random hybrid wireless networks with physical-layer network coding , 2015, 2015 IEEE Information Theory Workshop (ITW).

[16]  Behrouz Farhang-Boroujeny,et al.  OFDM Versus Filter Bank Multicarrier , 2011, IEEE Signal Processing Magazine.

[17]  Robert W. Heath,et al.  Five disruptive technology directions for 5G , 2013, IEEE Communications Magazine.

[18]  Slawomir Stanczak,et al.  Toward Energy-Efficient 5G Wireless Communications Technologies , 2014, ArXiv.

[19]  Andreas F. Molisch,et al.  Nonorthogonal pulseshapes for multicarrier communications in doubly dispersive channels , 1998, IEEE J. Sel. Areas Commun..

[20]  Giulio Colavolpe,et al.  Modulation Formats and Waveforms for 5G Networks: Who Will Be the Heir of OFDM?: An overview of alternative modulation schemes for improved spectral efficiency , 2014, IEEE Signal Processing Magazine.

[21]  Gerhard Wunder,et al.  The WSSUS Pulse Design Problem in Multicarrier Transmission , 2007, IEEE Trans. Commun..

[22]  Yan Guo,et al.  Pulse Shaped OFDM for 5G Systems , 2016, ArXiv.

[23]  Michael Gastpar,et al.  Compute-and-Forward: Finding the best equation , 2014, 2014 52nd Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[24]  Slawomir Stanczak,et al.  Robust Analog Function Computation via Wireless Multiple-Access Channels , 2012, IEEE Transactions on Communications.