Title : 
Path planning for data collectors in Precision Agriculture WSNs
         
        
            Author : 
Biglarbegian, Mohammad ; Al-Turjman, Fadi
         
        
            Author_Institution : 
Sch. of Eng., Univ. of Guelph, Guelph, ON, Canada
         
        
        
        
        
        
            Abstract : 
Precision Agriculture (PA) is a challenging application for Wireless Sensor Networks (WSNs). The network has to deal with large deployment areas, multiple surface terrains with diverse requirements on information gathering such as energy consumption, and these operations need to be mostly unattended. Mobile robots (data collectors) when used in WSNs of such demanding applications enable them to handle the limited communication ranges of these tiny sensors and simultaneously cater to multiple end-user requests. In this work, we present Cognitive Path Planning (CPP) for mobile Data Collectors (DC) in WSNs to efficiently collect the sensed data in a PA application. Energy consumption is the major attribute that impacts the performance of the proposed approach, and hence, it is our target in this paper.
         
        
            Keywords : 
energy consumption; mobile robots; optimisation; path planning; splines (mathematics); wireless sensor networks; CPP; PA application; WSN; cognitive path planning; end-user requests; energy consumption; information gathering; large deployment areas; limited communication ranges; mobile data collectors; mobile robots; multiple surface terrains; precision agriculture; sensed data; wireless sensor networks; Agriculture; Mobile robots; Optimization; Path planning; Sensors; Wireless sensor networks; Data Collector; Mobile Robot; Path Planning; Precision Agriculture; Wireless Sensor Networks;
         
        
        
        
            Conference_Titel : 
Wireless Communications and Mobile Computing Conference (IWCMC), 2014 International
         
        
            Conference_Location : 
Nicosia
         
        
            Print_ISBN : 
978-1-4799-7324-8
         
        
        
            DOI : 
10.1109/IWCMC.2014.6906404