Title :
PSO algorithm based thermal contact resistance estimation for variable force hand/object interaction
Author :
Maamir, Fouad ; Guiatni, Mohamed ; Morsly, Yacine ; Kheddar, Abderrahmane
Author_Institution :
Control Lab., Ecole Militaire Polytech., Algiers, Algeria
Abstract :
Integrating thermal interactions in multimodal systems requires understanding both users sensory abilities and the thermal behaviors of the surrounding environment. Thermal feedback, as a part of haptic feedback can assist in object identification, or in the creation of a more complete haptic signature of a given object. However, the heat exchange occurring between a fingertip and a given touched object is affected by the contact conditions. This paper proposes a Particle Swarm Optimization (PSO) algorithm for identification of thermal contact resistance. This resistance is estimated for variable force Hand/Object Interaction using a thermal model describing the heat exchange. Experimental results validating the proposed approach are evaluated when touching real and simulated objects.
Keywords :
haptic interfaces; heat transfer; particle swarm optimisation; PSO algorithm; haptic feedback; heat exchange; multimodal systems; object identification; particle swarm optimization; thermal behavior; thermal contact resistance estimation; thermal feedback; variable force hand-object interaction; Contact resistance; Force; Heating; Materials; Temperature measurement; Thermal resistance; Thermal sensors;
Conference_Titel :
Control and Automation (MED), 2014 22nd Mediterranean Conference of
Conference_Location :
Palermo
Print_ISBN :
978-1-4799-5900-6
DOI :
10.1109/MED.2014.6961422