Deception in networks of mobile sensing agents

Recent studies have investigated how a team of mobile sensors can cope with real world constraints, such as uncertainty in the reward functions, dynamically appearing and disappearing targets, technology failures end changes in the environment conditions. In this study we consider an additional element, deception by an adversary, which is relevant in many (military) applications. The adversary is expected to use deception to prevent the sensor team from performing its tasks. We employ a game theoretic model to analyze the expected strategy of the adversary and find the best response. More specifically we consider that the adversary deceptively changes the importance that agents give to targets in the area. The opponent is expected to use camouflage in order to create confusion among the sensors regarding the importance of targets, and reduce the team's efficiency in target coverage. We represent a Mobile Sensor Team problem using the Distributed Constraint Optimization Problem (D...

• Type: Conference
• Year: 2010
• Where: ATAL
• Authors: Viliam Lisý, Roie Zivan, Katia P. Sycara, Michal Pechoucek
• Keywords: ATAL 2010, Intelligent Agents, Mobile Sensor, Sensor, Sensor Team