Title :
Medical Data Compression and Transmission in Wireless Ad Hoc Networks
Author_Institution :
TCS Innovation Labs., Bangalore, India
Abstract :
A wireless ad hoc network (WANET) is a type of wireless network aimed to be deployed in a disaster area in order to collect data of patients and improve medical facilities. The WANETs are composed of several small nodes scattered in the disaster area. The nodes are capable of sending (wirelessly) the collected medical data to the base stations. The limited battery power of nodes and the transmission of huge medical data require an energy efficient approach to preserve the quality of service of WANETs. To address this issue, we propose an optimization-based medical data compression technique, which is robust to transmission errors. We propose a fuzzy-logic-based route selection technique to deliver the compressed data that maximizes the lifetime of WANETs. The technique is fully distributed and does not use any geographical/location information. We demonstrate the utility of the proposed work with simulation results. The results show that the proposed work effectively maintains connectivity of WANETs and prolongs network lifetime.
Keywords :
ad hoc networks; biomedical communication; data compression; quality of service; telecommunication network reliability; WANET connectivity; WANET lifetime; base stations; compressed data delivery; disaster area; energy-efficient approach; fuzzy-logic-based route selection technique; geographical-location information; medical data compression; medical data transmission; medical facilities; node battery power; optimization-based medical data compression technique; patient data collection; quality of service; transmission errors; wireless ad hoc networks; Ad hoc networks; Biomedical imaging; Fuzzy logic; Image coding; Image edge detection; Routing; Routing protocols; Energy efficient; health care; image compression; routing; transmission error; wireless ad-Hoc Network;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2014.2354394