Localized Power Control for Multihop Large-Scale Internet of Things

In this paper, we promote the use of multihop networking in the context of large-scale Internet of Things (IoT). Recognizing concerns related to the scalability of classical multihop routing and medium access techniques, we advocate the use of blind cooperation in conjunction with multihop communications. However, we show that blind cooperation is actually inefficient unless power control is applied. Inefficiency in this paper is projected in terms of the transport rate normalized to energy consumption. To that end, we propose an uncoordinated power control mechanism whereby each device in a blind cooperative cluster randomly adjusts its transmit power level. We derive an upper bound on the mean transmit power that must be observed at each device. We also devise a practical mechanism for each device to infer about the size of its neighborhood, a requirement necessary for the operation of the power control scheme. Finally, we assess the performance of the developed power control mechanism and demonstrate how it consistently outperforms the point-to-point case.

[1]  Hsiao-Hwa Chen,et al.  Blind Cooperative Communications for Multihop Ad Hoc Wireless Networks , 2013, IEEE Transactions on Vehicular Technology.

[2]  Di Wu,et al.  Energy Balancing in an OFDM-Based WSN , 2011, 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring).

[3]  Martin Haenggi On routing in random Rayleigh fading networks , 2005, IEEE Transactions on Wireless Communications.

[4]  Luc Martens,et al.  Evaluation of Vehicle Penetration Loss at Wireless Communication Frequencies , 2008, IEEE Transactions on Vehicular Technology.

[5]  Jeffrey G. Andrews,et al.  Random access transport capacity , 2009, IEEE Transactions on Wireless Communications.

[6]  Muhammad Aljuaid,et al.  A Cumulant-Based Investigation of the Impact of Secondary Users' Field Size on Spectrum-Sharing Opportunities , 2010, IEEE Transactions on Vehicular Technology.

[7]  Wojciech Kordecki,et al.  Reliability bounds for multistage structures with independent components , 1997 .

[8]  Martin Haenggi,et al.  Random Power Control in Poisson Networks , 2012, IEEE Transactions on Communications.

[9]  Daniela Dragomirescu,et al.  Radio Interface for High Data Rate Wireless Sensor Networks , 2010, ArXiv.

[10]  Mohamed-Slim Alouini,et al.  A Fully Distributed Geo-Routing Scheme for Wireless Sensor Networks , 2013, IEEE Sensors Journal.

[11]  E. Ekici,et al.  On Multihop Distances in Wireless Sensor Networks with Random Node Locations , 2010, IEEE Transactions on Mobile Computing.

[12]  Seong-Lyun Kim,et al.  Random power control in wireless ad hoc networks , 2005, IEEE Communications Letters.

[13]  Panganamala Ramana Kumar,et al.  RHEINISCH-WESTFÄLISCHE TECHNISCHE HOCHSCHULE AACHEN , 2001 .

[14]  Lei Wang,et al.  Cooperative OFDM for energy-efficient wireless sensor networks , 2008, 2008 IEEE Workshop on Signal Processing Systems.

[15]  Steve Hodges,et al.  Prototyping Connected Devices for the Internet of Things , 2013, Computer.

[16]  Reinhard German,et al.  A computationally inexpensive empirical model of IEEE 802.11p radio shadowing in urban environments , 2011, 2011 Eighth International Conference on Wireless On-Demand Network Systems and Services.

[17]  Imrich Chlamtac,et al.  Internet of things: Vision, applications and research challenges , 2012, Ad Hoc Networks.

[18]  Anna Scaglione,et al.  Randomized cooperation in asynchronous dispersive links , 2009, IEEE Transactions on Communications.

[19]  Daniela Dragomirescu,et al.  FPGA Based High Date Rate Radio Interfaces for Aerospace Wireless Sensor Systems , 2009, 2009 Fourth International Conference on Systems.

[20]  Muhammad Aljuaid,et al.  On the Asymptotic Analysis of Average Interference Power Generated by a Wireless Sensor Network , 2008, 2008 IEEE 68th Vehicular Technology Conference.

[21]  John A. Silvester,et al.  Optimum Transmission Ranges in a Direct-Sequence Spread-Spectrum Multihop Packet Radio Network , 1990, IEEE J. Sel. Areas Commun..

[22]  Amar H. Patel,et al.  Assessing communications technology options for smart grid applications , 2011, 2011 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[23]  Anna Scaglione,et al.  Randomized Space-Time Coding for Distributed Cooperative Communication , 2007, IEEE Trans. Signal Process..

[24]  Özgür Gürbüz,et al.  RECOMAC: A Cross-Layer Cooperative Network Protocol for Wireless Ad Hoc Networks , 2012, 2012 5th International Conference on New Technologies, Mobility and Security (NTMS).

[25]  Theodore S. Rappaport,et al.  Wireless communications - principles and practice , 1996 .

[26]  Alhussein A. Abouzeid,et al.  Geographic Protocol Information and Capacity Deficit in Mobile Wireless Ad Hoc Networks , 2011, IEEE Transactions on Information Theory.

[27]  Eylem Ekici,et al.  Performance optimization of interference-limited multihop networks , 2008, TNET.

[28]  Lida Xu,et al.  The internet of things: a survey , 2014, Information Systems Frontiers.

[29]  F.M. Landstorfer,et al.  Measurement of building penetration loss and propagation models for radio transmission into buildings , 1999, Gateway to 21st Century Communications Village. VTC 1999-Fall. IEEE VTS 50th Vehicular Technology Conference (Cat. No.99CH36324).

[30]  Anna Scaglione,et al.  Randomized Space-Time Coding for Distributed Cooperative Communication , 2007, IEEE Transactions on Signal Processing.

[31]  Martin Haenggi,et al.  Delay-optimal Power Control Policies , 2012, IEEE Transactions on Wireless Communications.

[32]  Alessandro Bassi,et al.  From today's INTRAnet of things to a future INTERnet of things: a wireless- and mobility-related view , 2010, IEEE Wireless Communications.

[33]  Yunhao Liu,et al.  Does Wireless Sensor Network Scale? A Measurement Study on GreenOrbs , 2011, IEEE Transactions on Parallel and Distributed Systems.

[34]  M. Bibinger Notes on the sum and maximum of independent exponentially distributed random variables with different scale parameters , 2013, 1307.3945.

[35]  Li Huang,et al.  Coexistence of ZigBee wireless sensor networks and Bluetooth inside a vehicle , 2009, 2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio Communications.

[36]  Theodore S. Rappaport,et al.  Wireless Communications: Principles and Practice (2nd Edition) by , 2012 .