Abstract

Decentralized wireless networks are gaining increasing popularity as they do not need a fixed infrastructure. Simultaneously, multiple research initiatives have led to different findings at the PHY layer of the wireless communication systems, which include Multi-Packet Reception (MPR) techniques that enable a receiver to decode multiple packets that are transmitted simultaneously. However, the distributed nature of decentralized wireless networks demands different network control policies that should take into account the MPR capabilities to increase the network performance. This work studies the performance of a wireless network composed of multiple transmitters that are willing to transmit to a single receiver. This receiver has MPR capability and adopts an Energy-based Sensing (EBS) technique to enable uplink users’ transmissions without interfering with the ongoing transmissions from other transmitters. The first remark to be made is that the MPR technique performance depends on the channel propagation conditions and on the amount of time the receiver needs to detect the spectrum’s occupancy state. However, it is shown that by increasing the number of samples needed to increase the sensing accuracy, the receiver may degrade its throughput, namely if the receiver is equipped with a single radio, that is sequentially used for sensing and transmitting (split-phase operation). The results presented in the paper show the impact of the channel propagation condition and EBS parameterization on wireless network throughput and the cases where the receiver MPR capture performance is greatly improved by the use of a spectrum sensing technique.

Highlights

  • The exponential growth of wireless technologies and the increase of Internet of Things (IoT)and Machine-to-Machine (M2M) systems raise multiple challenges to the current wireless network systems [1]

  • In this paper we evaluate the performance of a secondary wireless network operating in shared channels, considering that a central Secundary Users (SUs) receiver performs a Energy-based Sensing (EBS) technique to avoid interference with the surrounded primary networks and is equipped with a PHY layer with Multi-Packet Reception (MPR) capabilities

  • The power and amplitude of the aggregate interference caused by multiple Primary Users (PUs) located inside and outside the sensing region were approximated by a Gamma distribution and a Normal distribution, respectively

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Summary

Introduction

The exponential growth of wireless technologies and the increase of Internet of Things (IoT). Multiple works have already analyzed the performance CSMA and ALOHA MAC protocols for decentralized wireless networks [6,7,8,9,10]. CSMA schemes have already been proposed for MPR PHY-based networks In these works, the transmitters sense the channel before transmitting to regulate their medium access probability according to the channel activity. The work in [14] considers an MPR-based network, where the transmitters adopted a CSMA medium access operation. Considering that the wireless network operates in a shared band scenario, the receiver senses the channel to avoid undesirable interference caused by other communications that are occurring in the sensed channel.

System Description
Amplitude and Power of the Aggregate Interference
Power Signals of Secondary Network
Power and Envelope Signals of Primary Network
MPR-based PHY-layer Performance Characterization
Spectrum Sensing Performance Characterization
Capture Performance Characterization
Conditional Throughput
Performance Results and Discussion
Validation of the EBS Performance
Decentralized Wireless Network Performance in Shared Channels
Conclusions
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