Towards motion planning of humanoids using a fuzzy embedded neural network approach

MK Muni, DR Parhi, PB Kumar, C Sahu, S Kumar - Applied Soft Computing, 2022 - Elsevier
This research work focuses on navigational strategy of humanoid robots in complex
environments using a fuzzy embedded neural network based controller. The obstacle …

[PDF][PDF] Analysis of path planning of humanoid robots using neural network methods and study of possible use of other AI techniques

B Sahoo, DR Parhi, BK Priyadarshi - Emerging trends in …, 2018 - researchgate.net
In the current paper “ROBONOVA” humanoid robot has been analyzed and studied. A
neural network method has been applied for navigation of the humanoid robots in the …

Intelligent navigation of humanoids in cluttered environments using regression analysis and genetic algorithm

A Kumar, PB Kumar, DR Parhi - Arabian Journal for Science and …, 2018 - Springer
In this study, two navigational controllers have been developed for the path planning of
single as well as multiple humanoid robots in a cluttered environment using classical and …

[HTML][HTML] Analysis and use of fuzzy intelligent technique for navigation of humanoid robot in obstacle prone zone

AK Rath, DR Parhi, HC Das, MK Muni, PB Kumar - Defence technology, 2018 - Elsevier
With the increasing use of humanoid robots in several sectors of industrial automation and
manufacturing, navigation and path planning of humanoids has emerged as one of the most …

Navigational analysis of multiple humanoids using a hybrid regression-fuzzy logic control approach in complex terrains

PB Kumar, MK Muni, DR Parhi - Applied Soft Computing, 2020 - Elsevier
In the current work, a hybrid navigational control architecture combining regression analysis
with fuzzy logic control has been proposed for smooth and hassle-free motion planning of …

Application of artificial neural network for control and navigation of humanoid robot

AK Rath, HC Das, DR Parhi… - Journal of Mechanical …, 2018 - search.proquest.com
With the development of science and technology, humanoid robots are widely used among
several industries. Humanoid robots are seen as a human replacement in a vast sense. It is …

Design of a hybrid controller using genetic algorithm and neural network for path planning of a humanoid robot

AK Rath, DR Parhi, HC Das, PB Kumar… - International Journal of …, 2021 - emerald.com
Purpose To navigate humanoid robots in complex arenas, a significant level of intelligence
is required which needs proper integration of computational intelligence with the robot's …

Path optimization for navigation of a humanoid robot using hybridized fuzzy-genetic algorithm

AK Rath, DR Parhi, HC Das, PB Kumar… - International journal of …, 2019 - emerald.com
Purpose Humanoids have become the center of attraction for many researchers dealing with
robotics investigations by their ability to replace human efforts in critical interventions. As a …

Static and dynamic path planning of humanoids using an advanced regression controller

PB Kumar, C Sahu, DR Parhi, KK Pandey… - Scientia …, 2019 - scientiairanica.sharif.edu
With an ability to mimic the human behaviour, humanoid robots have become a topic of
major interest among research fellows dealing with robotic investigation. The current work is …

Navigational analysis of multiple humanoids using a hybridized rule base-Sugeno fuzzy controller

MK Muni, DR Parhi, PB Kumar… - International Journal of …, 2020 - World Scientific
This paper describes a rule base-Sugeno fuzzy hybrid controller for path planning of single
as well as multiple humanoid robots in cluttered environments. Initially, sensor outputs …