TY - EJOU AU - Sharma, Neelam AU - Chadha, Harshita AU - Singh, Karan AU - Singh, B. M. AU - Pathak, Nitish TI - A Novel Hybrid Clustering Based Transmission Protocol for Wireless Body Area Networks T2 - Computers, Materials \& Continua PY - 2021 VL - 69 IS - 2 SN - 1546-2226 AB - Wireless sensor networks are a collection of intelligent sensor devices that are connected to one another and have the capability to exchange information packets amongst themselves. In recent years, this field of research has become increasingly popular due to the host of useful applications it can potentially serve. A deep analysis of the concepts associated with this domain reveals that the two main problems that are to be tackled here are throughput enhancement and network security improvement. The present article takes on one of these two issues namely the throughput enhancement. For the purpose of improving network productivity, a hybrid clustering based packet propagation protocol has been proposed. The protocol makes use of not only clustering mechanisms of machine learning but also utilizes the traditional forwarding function approach to arrive at an optimum model. The result of the simulation is a novel transmission protocol which significantly enhances network productivity and increases throughput value. KW - Forwarding function; wireless sensor networks; WSNs; WBANs; energy characteristics; clustering; hybrid mechanism; dissipated energy; network stability DO - 10.32604/cmc.2021.014305