Multicriteria decision making for enhanced perception-based multimedia communication

This paper proposes an approach that integrates technical concerns with user perceptual considerations for intelligent decision making in the construction of tailor-made multimedia communication protocols. Thus, the proposed approach, based on multicriteria decision making (MDM), incorporates not only classical networking considerations, but, indeed, user preferences as well. Furthermore, in keeping with the task-dependent nature consistently identified in multimedia scenarios, the suggested communication protocols also take into account the type of multimedia application that they are transporting. Lastly, this approach also opens the possibility for such protocols to dynamically adapt based on a changing operating environment and user's preferences.

[1]  George D. Magoulas,et al.  Quality of service for perceptual considerations: an integrated perspective , 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

[2]  George Ghinea,et al.  QoS impact on user perception and understanding of multimedia video clips , 1998, MULTIMEDIA '98.

[3]  Ami Arbel,et al.  Approximate articulation of preference and priority derivation , 1989 .

[4]  M. P. Biswal,et al.  Preference programming and inconsistent interval judgments , 1997 .

[5]  J. M. Graham,et al.  DRoPS: kernel support for runtime adaptable protocols , 1998, Proceedings. 24th EUROMICRO Conference (Cat. No.98EX204).

[6]  George D. Magoulas,et al.  Perceptual Considerations for Quality of Service Management: An Integrated Architecture , 2001, User Modeling.

[7]  Johnson P. Thomas,et al.  Quality of perception to quality of service mapping using a dynamically reconfigurable communication system , 1999, Seamless Interconnection for Universal Services. Global Telecommunications Conference. GLOBECOM'99. (Cat. No.99CH37042).

[8]  E. Horlait,et al.  Quality of Service Management for Distributed Multimedia Applications , 1994, Proceeding of 13th IEEE Annual International Phoenix Conference on Computers and Communications.

[9]  Klara Nahrstedt End-to-end QoS guarantees in networked multimedia systems , 1995, CSUR.

[10]  M. Singh,et al.  Comparison analysis of methods for deriving priorities in the analytic hierarchy process , 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

[11]  T. L. Saaty A Scaling Method for Priorities in Hierarchical Structures , 1977 .

[12]  Ralf Steinmetz,et al.  Human Perception of Jitter and Media Synchronization , 1996, IEEE J. Sel. Areas Commun..

[13]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[14]  Aruna Seneviratne,et al.  Managing application level quality of service through TOMTEN , 1999, Comput. Networks.

[15]  Valentin S. Kisimov,et al.  Video Acceptability and Frame Rate , 1995, IEEE Multim..

[16]  Noel Bryson,et al.  A Goal Programming Method for Generating Priority Vectors , 1995 .

[17]  Ludmil Mikhailov,et al.  Fuzzy assessment of priorities with application to competitive bidding , 1999 .

[18]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[19]  M. Angela Sasse,et al.  Measuring perceived quality of speech and video in multimedia conferencing applications , 1998, MULTIMEDIA '98.

[20]  Evangelos Triantaphyllou,et al.  Development and evaluation of five fuzzy multiattribute decision-making methods , 1996, Int. J. Approx. Reason..

[21]  J. Buckley,et al.  Fuzzy hierarchical analysis , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[22]  D. Simons Attentional capture and inattentional blindness , 2000, Trends in Cognitive Sciences.

[23]  Dipankar Raychaudhuri,et al.  A dynamic quality of service framework for video in broadband networks , 1998 .

[24]  Jaideep Srivastava,et al.  Quality of service (QoS) metrics for continuous media , 2004, Multimedia Tools and Applications.