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Distributed Deployment Algorithms for Improved Coverage 
in a Network of Wireless Mobile Sensors 
ABSTRACT: 
In this paper, efficient sensor deployment strategies are developed to increase 
coverage in wireless mobile sensor networks. The sensors find coverage holes 
within their Voronoi polygons and then move in an appropriate direction to 
minimize them. Novel edge-based and vertex-based strategies are introduced, and 
their performances are compared with existing techniques. The proposed 
movement strategies are based on the distances of each sensor and the points inside 
its Voronoi polygon from the edges or vertices of the polygon. Simulations 
confirm the effectiveness of the proposed deployment algorithms and their 
superiority to the techniques reported in the literature. 
EXISTING SYSTEM: 
The basic protocol approach is proposed, where the sensors find their final 
destination using an iterative procedure. An alternative technique, namely virtual 
movement protocol, is proposed in which does not require the sensors to move 
physically unless the communication cost is too high or the final destinations are 
determined. Three distributed self-deployment algorithms are subsequently
proposed to determine the final destination of the sensors: 1) VOR (Voronoi-based 
algorithm); 2) VEC (vector-based algorithm); and 3) Minimax. In the VOR 
algorithm, the distance of each sensor from the vertices of its Voronoi polygon is 
obtained, and the desired location for the sensor is calculated accordingly. The 
VEC algorithm, on the other hand, is a “proactive” strategy under which the 
sensors are relocated to achieve an even distribution in the sensing field. 
DISADVANTAGES OF EXISTING SYSTEM: 
 The above techniques are effective in terms of coverage, they suffer from a 
number of short-comings. 
 Sensing coverage achieved by the VEC algorithm may not be satisfactory 
compared with other methods, when there is a relatively large number of 
sensors in the network. 
PROPOSED SYSTEM: 
In this paper, four new techniques are introduced to increase coverage in a mobile 
sensor network. The Maxmin-vertex and Maxmin-edge algorithms tend to 
maximize the minimum distance of every sensor from the vertices and edges,
respectively, of its Voronoi polygon. The Minimax-edge algorithm, on the other 
hand, tends to minimize the maximum distance of every sensor from the edges of 
its Voronoi polygon. Finally, the VEDGE algorithm is a combination of the 
Maxmin-edge algorithm (as an edge-based technique) and the Minimax algorithm 
(as a vertex-based technique). The main characteristic of these algorithms is that 
the sensor movement is performed iteratively, and the coverage is guaranteed to 
increase after each iteration. 
ADVANTAGES OF PROPOSED SYSTEM: 
 The proposed techniques are evaluated by simulation in terms of coverage 
performance, convergence rate, and energy-efficiency more when compared 
to previous approaches. 
 This function assists in sending the bait address to entice the malicious 
nodes and to utilize the reverse tracing program of the CBDS to detect the 
exact addresses of malicious nodes.
SYSTEM REQUIREMENTS: 
HARDWARE REQUIREMENTS: 
 System : Pentium IV 2.4 GHz. 
 Hard Disk : 40 GB. 
 Floppy Drive : 1.44 Mb. 
 Monitor : 15 VGA Colour. 
 Mouse : Logitech. 
 Ram : 512 Mb. 
SOFTWARE REQUIREMENTS: 
 Operating system : Windows XP/7/LINUX. 
 Implementation : NS2 
 NS2 Version : NS2.2.28 
 Front End : OTCL (Object Oriented Tool Command 
Language) 
 Tool : Cygwin (To simulate in Windows OS)
REFERENCE: 
Hamid Mahboubi, Member, IEEE, Kaveh Moezzi, Member, IEEE, Amir G. 
Aghdam, Senior Member, IEEE, Kamran Sayrafian-Pour, Senior Member, IEEE, 
and Vladimir Marbukh, Senior Member, IEEE, “Distributed Deployment 
Algorithms for Improved Coverage in a Network of Wireless Mobile 
Sensors”, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 
VOL. 10, NO. 1, FEBRUARY 2014.

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JPN1414 Distributed Deployment Algorithms for Improved Coverage in a Network of Wireless Mobile Sensors

  • 1. Distributed Deployment Algorithms for Improved Coverage in a Network of Wireless Mobile Sensors ABSTRACT: In this paper, efficient sensor deployment strategies are developed to increase coverage in wireless mobile sensor networks. The sensors find coverage holes within their Voronoi polygons and then move in an appropriate direction to minimize them. Novel edge-based and vertex-based strategies are introduced, and their performances are compared with existing techniques. The proposed movement strategies are based on the distances of each sensor and the points inside its Voronoi polygon from the edges or vertices of the polygon. Simulations confirm the effectiveness of the proposed deployment algorithms and their superiority to the techniques reported in the literature. EXISTING SYSTEM: The basic protocol approach is proposed, where the sensors find their final destination using an iterative procedure. An alternative technique, namely virtual movement protocol, is proposed in which does not require the sensors to move physically unless the communication cost is too high or the final destinations are determined. Three distributed self-deployment algorithms are subsequently
  • 2. proposed to determine the final destination of the sensors: 1) VOR (Voronoi-based algorithm); 2) VEC (vector-based algorithm); and 3) Minimax. In the VOR algorithm, the distance of each sensor from the vertices of its Voronoi polygon is obtained, and the desired location for the sensor is calculated accordingly. The VEC algorithm, on the other hand, is a “proactive” strategy under which the sensors are relocated to achieve an even distribution in the sensing field. DISADVANTAGES OF EXISTING SYSTEM:  The above techniques are effective in terms of coverage, they suffer from a number of short-comings.  Sensing coverage achieved by the VEC algorithm may not be satisfactory compared with other methods, when there is a relatively large number of sensors in the network. PROPOSED SYSTEM: In this paper, four new techniques are introduced to increase coverage in a mobile sensor network. The Maxmin-vertex and Maxmin-edge algorithms tend to maximize the minimum distance of every sensor from the vertices and edges,
  • 3. respectively, of its Voronoi polygon. The Minimax-edge algorithm, on the other hand, tends to minimize the maximum distance of every sensor from the edges of its Voronoi polygon. Finally, the VEDGE algorithm is a combination of the Maxmin-edge algorithm (as an edge-based technique) and the Minimax algorithm (as a vertex-based technique). The main characteristic of these algorithms is that the sensor movement is performed iteratively, and the coverage is guaranteed to increase after each iteration. ADVANTAGES OF PROPOSED SYSTEM:  The proposed techniques are evaluated by simulation in terms of coverage performance, convergence rate, and energy-efficiency more when compared to previous approaches.  This function assists in sending the bait address to entice the malicious nodes and to utilize the reverse tracing program of the CBDS to detect the exact addresses of malicious nodes.
  • 4. SYSTEM REQUIREMENTS: HARDWARE REQUIREMENTS:  System : Pentium IV 2.4 GHz.  Hard Disk : 40 GB.  Floppy Drive : 1.44 Mb.  Monitor : 15 VGA Colour.  Mouse : Logitech.  Ram : 512 Mb. SOFTWARE REQUIREMENTS:  Operating system : Windows XP/7/LINUX.  Implementation : NS2  NS2 Version : NS2.2.28  Front End : OTCL (Object Oriented Tool Command Language)  Tool : Cygwin (To simulate in Windows OS)
  • 5. REFERENCE: Hamid Mahboubi, Member, IEEE, Kaveh Moezzi, Member, IEEE, Amir G. Aghdam, Senior Member, IEEE, Kamran Sayrafian-Pour, Senior Member, IEEE, and Vladimir Marbukh, Senior Member, IEEE, “Distributed Deployment Algorithms for Improved Coverage in a Network of Wireless Mobile Sensors”, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, VOL. 10, NO. 1, FEBRUARY 2014.