Title :
Performance evaluation of IEEE 802.15.6 MAC for Wearable Body Sensor Networks using a Space-Time dependent radio link model
Author :
Alam, Muhammad Mahtab ; Ben Hamida, Elyes
Author_Institution :
Qatar Mobility Innovations Center (QMIC), Doha, Qatar
Abstract :
In this paper a realistic performance evaluation of the IEEE 802.15.6 Medium Access Control (MAC) protocol for wireless body sensor networks (WBSNs) is presented. The accuracy of the evaluation rely on the enhanced mobility and radio link models, which are based on real-time motion capture mobility traces. Bio-mechanical modeling is used to capture ´walking´, ´stand-sit´ and ´running´ patterns for comprehensive mobility modeling. There are multiple contributions in this paper. First, dynamic (i.e., space and time-varying) mobility models are presented which provides dynamic distances and hence more accurate pathloss models in comparison to IEEE 802.15.6 channel models. Second, accurate radio-link modeling is presented which computes on-line Signal-to-Noise-Ratio (SNR), Bit-Error- Rate (BER) and Packet-Error-Rate (PER). Third, a comprehensive analysis of the IEEE 802.15.6 PHY and MAC layers parameters are explored. The rescue and critical applications based specific constraints are used to analyze the IEEE 802.15.6 standard. Finally, few configurations among huge set of possibilities are selected for performance evaluation. Three metrics i.e., Packet Delivery Radio (PDR), energy consumption and latency are considered. At higher transmission power (i.e., 0 dBm), most of the medical applications data rates constraints are satisfied, whereas, at lower transmit power with high data rates and higher frequency, the results does not meet the non-medical applications requirements. However, further optimization by dynamically adjusting the number of slots and its duration at the MAC layer can improve the throughput which can help significantly to meet the application requirements.
Keywords :
access protocols; body sensor networks; energy consumption; error statistics; mobility management (mobile radio); optimisation; personal area networks; radio links; telecommunication control; telecommunication power management; telecommunication standards; BER; IEEE 802.15.6 MAC layer; IEEE 802.15.6 PHY layer parameters; IEEE 802.15.6 channel models; IEEE 802.15.6 standard; MAC protocol; PDR; PER; SNR; WSBN; biomechanical modeling; bit-error-rate; comprehensive mobility modeling; dynamic mobility models; energy consumption; medium access control protocol; motion capture mobility traces; packet delivery radio; packet-error-rate; pathloss models; radio-link modeling; running patterns; signal-to-noise-ratio; space-time dependent radio link model; stand-sit patterns; transmission power; walking patterns; wearable body sensor networks; Biological system modeling; Channel models; IEEE 802.15 Standards; Media Access Protocol; Radio link; Signal to noise ratio; IEEE 802.15.6; Medium Access Control; Mobility; Modeling; Performance Evaluation; Space-Time Radio Link Modeling; Wearable Body Sensor Networks;
Conference_Titel :
Computer Systems and Applications (AICCSA), 2014 IEEE/ACS 11th International Conference on
DOI :
10.1109/AICCSA.2014.7073232