Sensor Data Collection Process for Traffic Communication Reduction Technique using Wireless Sensor Networks
Journal Title: International Journal of engineering Research and Applications - Year 2018, Vol 8, Issue 1
Abstract
now a days, many case studies exploit mobile sinks to collect large scale data-base sensor data for environmental observations or weather forecasting. Agent (Artificial intelligent) travels in sensing areas and collect data directly from each sensor. By using this, we can reduce communication traffic further than that for the case of constructing sensor networks. However, in many methods, the mobile sink collects data from all sensors that the mobile sink can communicate with. In this paper, we propose a communication traffic reduction method by agent approach for sensor data. In our proposed method, the agent broadcasts predicted sensor data to each sensor. Only sensors whose sensing data exceeds the admissible error margin from the predicted sensor data transmit their data. Therefore, the communication traffic can be reduced and at the time of implementation results demonstrated the effectiveness of our proposed method.
Authors and Affiliations
Jogi Naidu Kuriti, D. L. Mythri
Keywords
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- EP ID EP393350
- DOI 10.9790/9622-0801018387.
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