A Chemosensory Navigation Model Inspired by the On/Off Neural Processing Mechanism in Cockroaches

Alejandro Pequeno Zurro, Inaki Rano, Danish Shaikh

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

Abstrakt

Cockroaches orient towards and track plumes of airborne odours using simple yet sophisticated processing of odour concentration stimuli. Their orientation behaviour is driven not only by instantaneous sampling of odour concentration but by temporal dynamics of the odour signal which are processed by specialised On/Off olfactory receptor neurons encoding rate of change of odour concentration. We present a neurorobotic model for chemotaxis that implements such sensory processing. The model consists of a sensorimotor connection embodied in a simulated Braitenberg vehicle with a dynamic sensory processing variant which extends existing functional models, and the model parameters are tuned via an optimisation algorithm. Simulation results demonstrate that the vehicle with the contribution of temporal dynamics and optimised parameters is able to localise the odour source in both a simplified odour plume characterised by a steady state Gaussian distribution of odour concentration and a realistic odour plume based on filament-based gas dispersion modelling.

OriginalsprogEngelsk
Artikelnummer9136760
TidsskriftIEEE Transactions on Medical Robotics and Bionics
Vol/bind2
Udgave nummer3
Sider (fra-til)338-346
ISSN2576-3202
DOI
StatusUdgivet - aug. 2020

Fingeraftryk

Dyk ned i forskningsemnerne om 'A Chemosensory Navigation Model Inspired by the On/Off Neural Processing Mechanism in Cockroaches'. Sammen danner de et unikt fingeraftryk.

Citationsformater