In this paper, WHD (Wireless Hole Detection) algorithm has

been presented to calculate the total holes area in the wireless sensor

networks ROI, where the network nodes operate on limited battery energy. One of

the main challenges of these networks is the reduction of their consumed

communication time and computational power. The WHD offers the advantage of

small transmission distances for most of the sensor nodes. This concept leads

to increase the network lifetime, decrease communication overheads and improve

the quality of the network. The basic concept of the WHD depends on dividing

the WSN into a number of similar cells by using the grid algorithm, then WHD

works on each cell individually by storing each cell’s coordinates positions

and finds the nearest number sensor nodes (depends on the application) to each

coordinate, then begins to cut each cell into number of triangles by drawing

lines between each coordinate and the selected number of sensor nodes. Then WHD

algorithm calculates the area of the formed triangles in each cell to get the

holes area in this cell. Then collects the total holes areas in every cell to calculate

the total holes area in the ROI.

Since the energy consumption

is mainly caused by communication, so less sensor nodes are used to calculate

the holes area, this leads to the minimal communication cost for neighborhood

discovery and control information exchange between sensor nodes and base

station node. Also the amount of aggregated data by the HN are the minimal due

to the minimal use of sensor nodes in each cell. For the above achievements the

average energy consumption, Communication overhead and average holes discovery

time decreases, so the network life time increases accordingly.

In order to evaluate

the performance of the proposed WHD algorithm, we compare its performance results

with those obtained from PD and VCHDA algorithms in terms of average energy

consumption and average time discovery time. Based on these comparisons, we

found that the results of the WHD algorithm is more efficient and increases the

network life time. In our future work, we will try to recover these holes with less

mobile nodes.