Education


Jul 2016 - Feb 2022
Ph.D. in Computer Science
Indian Institue of Technology, Bombay, India
Advisors: Pro. Umesh Bellur, Prof. Vinay Rebeiro

July 2013 - June 2015
M.Tech. in Computer Science and Engineering
Indian Institue of Technology, Kharagpur, India
Advisor: Prof. Arobinda Gupta
Abstract. Coverage is a problem area in Wireless Sensor Networks that determines how well an area is monitored by the sensor network. One variation of the coverage problem is Barrier Coverage. The main aim of barrier coverage is to detect intruders as they penetrate the monitored area. A region is said to be k-barrier covered when every crossing path through the region is detected by at least k sensors.
    Sensor nodes may fail due to several reasons such as environmental haz- ards, lack of power supply etc. The failure of sensors after a certain extent, deteriorates the degree of coverage provided by the sensor barriers and al- lows intruder penetration through paths undetected by the sensor network. Quality of barrier coverage is a measure of the degree of coverage provided by the sensor deployment. If the quality of coverage degrades below a threshold level, the network needs to be repaired. The degrade in the quality is due to formation of gaps in the barrier or decrease in the length of overlapping region in component of the deployment. Such components are termed as segments. The first problem addressed in the thesis thus focuses on de- termining the relationship between the quality of coverage and overlapping region. Later on effect of a sensor failure on the number of such overlapping region is discussed.
    Improving the quality of coverage requires identifying the regions that needs to be repaired. The network can be repaired by either re-deploying all the sensors or moving sensors. Re-deploying of sensors is not always fea- sible. Instead the method of relocation of few sensors to the region needs to be repaired incurs less effort and is preferred for maintaining the cov- erage. This gave a scope to design algorithms to improve the quality of barrier coverage by relocating the sensors. The proposed algorithm gives methods for detecting the best suitable sensor in the network that should be relocated to the region that need to be repaired to improve the quality . Firstly, a centralised algorithm to improve the quality by moving the sensors horizontally is proposed. After that the algorithm to improve the quality by moving the sensors horizontally as well as vertically in the given deployment is proposed. Experimental results are presented to analyse the algorithms.


July 2008 - May 2012
B.Tech. in Computer Science and Engineering
Walchand College of Engineering, Sangli, India