Litcius/Paper detail

Enhanced Probabilistic Route Stability (EPRS) Protocol for Healthcare Applications of WBAN

Saifullah Memon, Jingyu Wang, Adnan Ahmed, Adel Rajab, Mana Saleh Al Reshan, Asadullah Shaikh, Muhammad Awais Rajput

2023IEEE Access28 citationsDOIOpen Access PDF

Abstract

Wireless Body Area Network (WBAN) is among the most promising technologies for enhancing life quality. WBANs enable constant monitoring of physiological processes by implanting or wearing small, low-power, intelligent sensor nodes in or on the human body. These sensor nodes may be placed either invasively or non-invasively. Patient data must be disseminated reliably and promptly for WBAN’s healthcare apps to function. For this reason, medical teams may use real-time apps for sharing vital information like blood pressure, an ECG, and an EEG. Critical data packets are delay-sensitive and must arrive at sink nodes within the time constraints that satisfy QoS for WBAN. However, networks’ unpredictable and dynamic nature (node mobility, link partitioning) makes reliable data transfer a challenging task. Additionally, postural mobility and ultra-short wireless range cause rapid topology changes, resulting in network partitioning. The network partitioning causes failure of data delivery to the sink or coordinator and causes a delay as well. In the case of normal data, it is not a big issue, but it is not tolerable for emergency data because it may be life-threatening. Consequently, compromising the link reliability and stability results in higher delays, increased packet re-transmissions, and decreased throughput performance. Therefore, we propose an Enhanced Probabilistic Route Stability (EPRS) scheme to address these issues. The proposed EPRS scheme introduces a cost function called Link Assessment Cost (LAC) that makes coherent decisions regarding route reliability in determining whether an active route is a good candidate for routing and satisfying QoS requirements. The LAC is based on two critical factors about link status, i.e., Route Stability Factor (RSF) and Expected Probability of link <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="LaTeX">$E(p)$ </tex-math></inline-formula> . Based on these factors, a score is assigned to a link that determines the status (likelihood) of a link, either connected or disconnected. In this way, the multi-facet EPRS selects the most stable and reliable routes despite the disconnection in the networks, thereby improving the route stability and throughput, minimizing the end-to-end delay, route discovery calls, and re-transmissions as depicted by simulation results.

Topics & Concepts

Computer scienceComputer networkNetwork packetQuality of serviceWireless sensor networkProbabilistic logicNetwork topologyReliability (semiconductor)Routing protocolBody area networkWirelessDistributed computingReal-time computingPower (physics)Artificial intelligencePhysicsQuantum mechanicsTelecommunicationsWireless Body Area NetworksMolecular Communication and NanonetworksIoT and Edge/Fog Computing
Enhanced Probabilistic Route Stability (EPRS) Protocol for Healthcare Applications of WBAN | Litcius