A task oriented multiagent model for smart home utilizing hierarchical agent architecture

Muhammad Raisul Alam, Md. Mamun Ibne Reaz, Mohd Alauddin Mohd, Salina Abdul Samad

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Smart home is an extension of modern home automation system which possesses computational intelligence to solve problems in ubiquitous environment. Multiagent algorithm is frequently used to reduce uncertainty in pervasive environment. This research involves designing a multiagent model which consists of distributed task organizing agents. Each agent is responsible for specific task which is partially shared with a supervisor agent for final prediction. The agents are organized for time, place and event prediction. Agent architecture follows a layered approach with interconnected processing units. The system provides an efficient method to predict events with temporal characteristics based on user location.

Original languageEnglish
Title of host publicationAMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation
Pages98-101
Number of pages4
DOIs
Publication statusPublished - 2010
EventAsia Modelling Symposium 2010: 4th International Conference on Mathematical Modelling and Computer Simulation, AMS2010 - Kota Kinabalu, Borneo
Duration: 26 May 201028 May 2010

Other

OtherAsia Modelling Symposium 2010: 4th International Conference on Mathematical Modelling and Computer Simulation, AMS2010
CityKota Kinabalu, Borneo
Period26/5/1028/5/10

Fingerprint

Multi-agent Model
Smart Home
Agent Architecture
Computational Intelligence
Prediction
Supervisory personnel
Automation
Artificial intelligence
Uncertainty
Predict
Unit
Processing

Keywords

  • Multiagent System
  • Smart home

ASJC Scopus subject areas

  • Applied Mathematics
  • Modelling and Simulation

Cite this

Alam, M. R., Ibne Reaz, M. M., Mohd, M. A., & Abdul Samad, S. (2010). A task oriented multiagent model for smart home utilizing hierarchical agent architecture. In AMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation (pp. 98-101). [5489656] https://doi.org/10.1109/AMS.2010.32

A task oriented multiagent model for smart home utilizing hierarchical agent architecture. / Alam, Muhammad Raisul; Ibne Reaz, Md. Mamun; Mohd, Mohd Alauddin; Abdul Samad, Salina.

AMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation. 2010. p. 98-101 5489656.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alam, MR, Ibne Reaz, MM, Mohd, MA & Abdul Samad, S 2010, A task oriented multiagent model for smart home utilizing hierarchical agent architecture. in AMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation., 5489656, pp. 98-101, Asia Modelling Symposium 2010: 4th International Conference on Mathematical Modelling and Computer Simulation, AMS2010, Kota Kinabalu, Borneo, 26/5/10. https://doi.org/10.1109/AMS.2010.32
Alam MR, Ibne Reaz MM, Mohd MA, Abdul Samad S. A task oriented multiagent model for smart home utilizing hierarchical agent architecture. In AMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation. 2010. p. 98-101. 5489656 https://doi.org/10.1109/AMS.2010.32
Alam, Muhammad Raisul ; Ibne Reaz, Md. Mamun ; Mohd, Mohd Alauddin ; Abdul Samad, Salina. / A task oriented multiagent model for smart home utilizing hierarchical agent architecture. AMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation. 2010. pp. 98-101
@inproceedings{ce7e7c634b924ba4bf438c934531a2a5,
title = "A task oriented multiagent model for smart home utilizing hierarchical agent architecture",
abstract = "Smart home is an extension of modern home automation system which possesses computational intelligence to solve problems in ubiquitous environment. Multiagent algorithm is frequently used to reduce uncertainty in pervasive environment. This research involves designing a multiagent model which consists of distributed task organizing agents. Each agent is responsible for specific task which is partially shared with a supervisor agent for final prediction. The agents are organized for time, place and event prediction. Agent architecture follows a layered approach with interconnected processing units. The system provides an efficient method to predict events with temporal characteristics based on user location.",
keywords = "Multiagent System, Smart home",
author = "Alam, {Muhammad Raisul} and {Ibne Reaz}, {Md. Mamun} and Mohd, {Mohd Alauddin} and {Abdul Samad}, Salina",
year = "2010",
doi = "10.1109/AMS.2010.32",
language = "English",
isbn = "9780769540627",
pages = "98--101",
booktitle = "AMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation",

}

TY - GEN

T1 - A task oriented multiagent model for smart home utilizing hierarchical agent architecture

AU - Alam, Muhammad Raisul

AU - Ibne Reaz, Md. Mamun

AU - Mohd, Mohd Alauddin

AU - Abdul Samad, Salina

PY - 2010

Y1 - 2010

N2 - Smart home is an extension of modern home automation system which possesses computational intelligence to solve problems in ubiquitous environment. Multiagent algorithm is frequently used to reduce uncertainty in pervasive environment. This research involves designing a multiagent model which consists of distributed task organizing agents. Each agent is responsible for specific task which is partially shared with a supervisor agent for final prediction. The agents are organized for time, place and event prediction. Agent architecture follows a layered approach with interconnected processing units. The system provides an efficient method to predict events with temporal characteristics based on user location.

AB - Smart home is an extension of modern home automation system which possesses computational intelligence to solve problems in ubiquitous environment. Multiagent algorithm is frequently used to reduce uncertainty in pervasive environment. This research involves designing a multiagent model which consists of distributed task organizing agents. Each agent is responsible for specific task which is partially shared with a supervisor agent for final prediction. The agents are organized for time, place and event prediction. Agent architecture follows a layered approach with interconnected processing units. The system provides an efficient method to predict events with temporal characteristics based on user location.

KW - Multiagent System

KW - Smart home

UR - http://www.scopus.com/inward/record.url?scp=77955219241&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=77955219241&partnerID=8YFLogxK

U2 - 10.1109/AMS.2010.32

DO - 10.1109/AMS.2010.32

M3 - Conference contribution

AN - SCOPUS:77955219241

SN - 9780769540627

SP - 98

EP - 101

BT - AMS2010: Asia Modelling Symposium 2010 - 4th International Conference on Mathematical Modelling and Computer Simulation

ER -