Hole Detection and Healing in Hybrid Sensor Networks

06/20/2021
by   Mansoor Davoodi, et al.
0

Although monitoring and covering are fundamental goals of a wireless sensor network (WSN), the accidental death of sensors or the running out of their energy would result in holes in the WSN. Such holes have the potential to disrupt the primary functions of WSNs. This paper investigates the hole detection and healing problems in hybrid WSNs with non-identical sensor sensing ranges. In particular, we aim to propose centralized algorithms for detecting holes in a given region and maximizing the area covered by a WSN in the presence of environmental obstacles. To precisely identify the boundary of the holes, we use an additively weighted Voronoi diagram and a polynomial-time algorithm.Furthermore, since this problem is known to be computationally difficult, we propose a centralized greedy 1/2-approximation algorithm to maximize the area covered by sensors. Finally, we implement the algorithms and run simulations to show that our approximation algorithm efficiently covers the holes by moving the mobile sensors.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/06/2021

An Energy Efficient Routing Algorithm for Wireless Sensor Networks Using Mobile Sensors

The increasing usage of wireless sensor networks in human life is an ind...
research
02/21/2018

Approximation Algorithms for Road Coverage Using Wireless Sensor Networks for Moving Objects Monitoring

Coverage problem in wireless sensor networks measures how well a region ...
research
03/24/2020

On the Complexity and Approximability of Optimal Sensor Selection and Attack for Kalman Filtering

Given a linear dynamical system affected by stochastic noise, we conside...
research
02/19/2020

Optimally Guarding Perimeters and Regions with Mobile Range Sensors

We investigate the problem of using mobile robots equipped with 2D range...
research
04/06/2020

A historical note on the 3/2-approximation algorithm for the metric traveling salesman problem

One of the most fundamental results in combinatorial optimization is the...
research
04/21/2019

On Detection of Critical Events in a Finite Forest using Randomly Deployed Wireless Sensors

Ecosystem of a forest suffers from many adverse events such as wild-fire...
research
02/06/2018

Formalising Sensor Topologies for Target Counting

We present a formal model developed to reason about topologies created b...

Please sign up or login with your details

Forgot password? Click here to reset