4.4 Article

SigSense: Mobile Crowdsensing Based Incentive Aware Geospatial Signal Monitoring for Base Station Installation Recommendation Using Mixed Reality Game

期刊

WIRELESS PERSONAL COMMUNICATIONS
卷 123, 期 3, 页码 2863-2894

出版社

SPRINGER
DOI: 10.1007/s11277-021-09267-5

关键词

Mobile crowdsensing; Incentive mechanism; Greedy Algorithm; Signal strength; Recommendation system

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SigSense is a geospatial video game that utilizes mobile crowdsensing to survey real-time signal strength, recommending base station locations and providing incentives to players. By dividing land into smaller matrices and conducting signal strength surveys through mobile crowdsensing, the game offers a unique way to improve network coverage and player engagement.
SigSense, a mobile crowdsensing-based geospatial video game, has been proposed to survey live signal strength using smartphones.It provides attractive incentives to the contributers. Live data collected as a survey through this game is used to recommend locations for installing the base stations to improve the signal quality using the Greedy Algorithm. A large plot of land is considered a large matrix. We have recursively divided the land into smaller submatrices. Then signal strength survey of each submatrix is performed through Mobile Crowd Sensing using SigSense. The recommendation system advices the locations for installing the network base stations for improving signal strength. An incentive is provided to a player based on the game's rules, making it a win-win situation for both the player and the network service provider. The unique feature of this game is that it can be played even in an area where is low mobile network coverage. A player's details are hidden from other players through unique masked ids and mixed reality.

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