HapticV1, PascalFrancis, Corpus, bibRecord, 000347

User-satisfaction based bandwidth allocation for transmission of multiple sources of human perceptual data

Identifieur interne : 000347 ( PascalFrancis/Corpus ); précédent : 000346; suivant : 000348

User-satisfaction based bandwidth allocation for transmission of multiple sources of human perceptual data

Auteurs : Cheng-Chun Chang ; Tien-Ying Kuo ; Yi-Chung Lo ; Heung-No Lee ; David Askey ; Zhi-Hong Mao

Source :

Journal of the Franklin Institute [ 0016-0032 ] ; 2012.

RBID : Pascal:12-0152051

Descripteurs français

Pascal (Inist)
- Multimédia, Type donnée, Largeur bande, Débit information, Transmission donnée, Allocation optimale, Satisfaction, Téléopération, Télérobotique, Sensibilité tactile, Opérateur humain, Multiplicité, Taux transmission, Canal transmission, Programmation mathématique, Fonction logarithmique, Solution exacte, Modélisation, Linéarisation morceau, ., Allocation bande passante.

English descriptors

KwdEn :
- Bandwidth, Bandwidth allocation, Data transmission, Data type, Exact solution, Human operator, Information rate, Logarithmic function, Mathematical programming, Modeling, Multimedia, Multiplicity, Optimal allocation, Piecewise linearization, Remote operation, Satisfaction, Tactile sensitivity, Telerobotics, Transmission channel, Transmission rate.

Abstract

In recent years, more and more point-to-point communication systems involve simultaneous transmission of multiple sources of human perceptual data over a single communication medium. For example, in a teleoperation system or a telerobotic system, streams of video, audio, and haptic data need to be sent from a field place to a remote human operator. Each type of data demands a certain range of transmission rate. This creates conflicts among these data when the available bandwidth is limited. In this paper we study the bandwidth allocation for multiple sources of human perceptual data transmitted over a rate-limited communication channel. We aim to maximize the overall user satisfaction in the data transmission, and formulate an optimization problem for the bandwidth allocation. Using either the logarithmic or exponential form of human perceptual satisfaction function, we are able to derive closed-form solutions for the optimization problem. We show that the optimal bandwidth allocation for each type of data is piecewise linear with respect to the total available bandwidth.

Notice en format standard (ISO 2709)

Pour connaître la documentation sur le format Inist Standard.

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A03		`1`		`@0 J. Franklin Inst.`
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A06				`@2 3`
A08	`01`	`1`	`ENG`	`@1 User-satisfaction based bandwidth allocation for transmission of multiple sources of human perceptual data`
A11	`01`	`1`		`@1 CHANG (Cheng-Chun)`
A11	`02`	`1`		`@1 KUO (Tien-Ying)`
A11	`03`	`1`		`@1 LO (Yi-Chung)`
A11	`04`	`1`		`@1 LEE (Heung-No)`
A11	`05`	`1`		`@1 ASKEY (David)`
A11	`06`	`1`		`@1 MAO (Zhi-Hong)`
A14	`01`			`@1 Department of Electrical Engineering, National Taipei University of Technology, 1, Sec, 3, Chung-hsiao E. Rd @2 Taipei 10608 @3 TWN @Z 1 aut. @Z 2 aut. @Z 3 aut.`
A14	`02`			`@1 Gwangju Institute of Science and Technology @3 KOR @Z 4 aut.`
A14	`03`			`@1 Energid Technologies Corporation, 124 Mount Auburn Street @2 Cambridge, MA 02138 @3 USA @Z 5 aut.`
A14	`04`			`@1 Department of Electrical and Computer Engineering and the Department of Bioengineering, University of Pittsburgh @2 PA 15261 @3 USA @Z 6 aut.`
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C01	`01`		`ENG`	@0 In recent years, more and more point-to-point communication systems involve simultaneous transmission of multiple sources of human perceptual data over a single communication medium. For example, in a teleoperation system or a telerobotic system, streams of video, audio, and haptic data need to be sent from a field place to a remote human operator. Each type of data demands a certain range of transmission rate. This creates conflicts among these data when the available bandwidth is limited. In this paper we study the bandwidth allocation for multiple sources of human perceptual data transmitted over a rate-limited communication channel. We aim to maximize the overall user satisfaction in the data transmission, and formulate an optimization problem for the bandwidth allocation. Using either the logarithmic or exponential form of human perceptual satisfaction function, we are able to derive closed-form solutions for the optimization problem. We show that the optimal bandwidth allocation for each type of data is piecewise linear with respect to the total available bandwidth.
C02	`01`	`X`		`@0 001D02B04`
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C03	`01`	`X`	`ENG`	`@0 Multimedia @5 06`
C03	`01`	`X`	`SPA`	`@0 Multimedia @5 06`
C03	`02`	`X`	`FRE`	`@0 Type donnée @5 07`
C03	`02`	`X`	`ENG`	`@0 Data type @5 07`
C03	`02`	`X`	`SPA`	`@0 Tipo dato @5 07`
C03	`03`	`X`	`FRE`	`@0 Largeur bande @5 08`
C03	`03`	`X`	`ENG`	`@0 Bandwidth @5 08`
C03	`03`	`X`	`SPA`	`@0 Anchura banda @5 08`
C03	`04`	`X`	`FRE`	`@0 Débit information @5 09`
C03	`04`	`X`	`ENG`	`@0 Information rate @5 09`
C03	`04`	`X`	`SPA`	`@0 Índice información @5 09`
C03	`05`	`X`	`FRE`	`@0 Transmission donnée @5 10`
C03	`05`	`X`	`ENG`	`@0 Data transmission @5 10`
C03	`05`	`X`	`SPA`	`@0 Transmisión datos @5 10`
C03	`06`	`X`	`FRE`	`@0 Allocation optimale @5 11`
C03	`06`	`X`	`ENG`	`@0 Optimal allocation @5 11`
C03	`06`	`X`	`SPA`	`@0 Asignación óptima @5 11`
C03	`07`	`X`	`FRE`	`@0 Satisfaction @5 18`
C03	`07`	`X`	`ENG`	`@0 Satisfaction @5 18`
C03	`07`	`X`	`SPA`	`@0 Satisfacción @5 18`
C03	`08`	`X`	`FRE`	`@0 Téléopération @5 19`
C03	`08`	`X`	`ENG`	`@0 Remote operation @5 19`
C03	`08`	`X`	`SPA`	`@0 Teleacción @5 19`
C03	`09`	`3`	`FRE`	`@0 Télérobotique @5 20`
C03	`09`	`3`	`ENG`	`@0 Telerobotics @5 20`
C03	`10`	`X`	`FRE`	`@0 Sensibilité tactile @5 21`
C03	`10`	`X`	`ENG`	`@0 Tactile sensitivity @5 21`
C03	`10`	`X`	`SPA`	`@0 Sensibilidad tactil @5 21`
C03	`11`	`X`	`FRE`	`@0 Opérateur humain @5 22`
C03	`11`	`X`	`ENG`	`@0 Human operator @5 22`
C03	`11`	`X`	`SPA`	`@0 Operador humano @5 22`
C03	`12`	`X`	`FRE`	`@0 Multiplicité @5 23`
C03	`12`	`X`	`ENG`	`@0 Multiplicity @5 23`
C03	`12`	`X`	`SPA`	`@0 Multiplicidad @5 23`
C03	`13`	`X`	`FRE`	`@0 Taux transmission @5 24`
C03	`13`	`X`	`ENG`	`@0 Transmission rate @5 24`
C03	`13`	`X`	`SPA`	`@0 Relación transmisión @5 24`
C03	`14`	`X`	`FRE`	`@0 Canal transmission @5 25`
C03	`14`	`X`	`ENG`	`@0 Transmission channel @5 25`
C03	`14`	`X`	`SPA`	`@0 Canal transmisión @5 25`
C03	`15`	`X`	`FRE`	`@0 Programmation mathématique @5 26`
C03	`15`	`X`	`ENG`	`@0 Mathematical programming @5 26`
C03	`15`	`X`	`SPA`	`@0 Programación matemática @5 26`
C03	`16`	`X`	`FRE`	`@0 Fonction logarithmique @5 27`
C03	`16`	`X`	`ENG`	`@0 Logarithmic function @5 27`
C03	`16`	`X`	`SPA`	`@0 Función logarítmica @5 27`
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C03	`18`	`X`	`FRE`	`@0 Modélisation @5 29`
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C03	`18`	`X`	`SPA`	`@0 Modelización @5 29`
C03	`19`	`X`	`FRE`	`@0 Linéarisation morceau @5 41`
C03	`19`	`X`	`ENG`	`@0 Piecewise linearization @5 41`
C03	`19`	`X`	`SPA`	`@0 Linearización trozo @5 41`
C03	`20`	`X`	`FRE`	`@0 . @4 INC @5 82`
C03	`21`	`X`	`FRE`	`@0 Allocation bande passante @4 CD @5 96`
C03	`21`	`X`	`ENG`	`@0 Bandwidth allocation @4 CD @5 96`
C03	`21`	`X`	`SPA`	`@0 Asignación de banda pasante @4 CD @5 96`
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Format Inist (serveur)

NO :	PASCAL 12-0152051 INIST
ET :	User-satisfaction based bandwidth allocation for transmission of multiple sources of human perceptual data
AU :	CHANG (Cheng-Chun); KUO (Tien-Ying); LO (Yi-Chung); LEE (Heung-No); ASKEY (David); MAO (Zhi-Hong)
AF :	Department of Electrical Engineering, National Taipei University of Technology, 1, Sec, 3, Chung-hsiao E. Rd/Taipei 10608/Taïwan (1 aut., 2 aut., 3 aut.); Gwangju Institute of Science and Technology/Corée, République de (4 aut.); Energid Technologies Corporation, 124 Mount Auburn Street/Cambridge, MA 02138/Etats-Unis (5 aut.); Department of Electrical and Computer Engineering and the Department of Bioengineering, University of Pittsburgh/PA 15261/Etats-Unis (6 aut.)
DT :	Publication en série; Niveau analytique
SO :	Journal of the Franklin Institute; ISSN 0016-0032; Coden JFINAB; Royaume-Uni; Da. 2012; Vol. 349; No. 3; Pp. 879-890; Bibl. 21 ref.
LA :	Anglais
EA :	In recent years, more and more point-to-point communication systems involve simultaneous transmission of multiple sources of human perceptual data over a single communication medium. For example, in a teleoperation system or a telerobotic system, streams of video, audio, and haptic data need to be sent from a field place to a remote human operator. Each type of data demands a certain range of transmission rate. This creates conflicts among these data when the available bandwidth is limited. In this paper we study the bandwidth allocation for multiple sources of human perceptual data transmitted over a rate-limited communication channel. We aim to maximize the overall user satisfaction in the data transmission, and formulate an optimization problem for the bandwidth allocation. Using either the logarithmic or exponential form of human perceptual satisfaction function, we are able to derive closed-form solutions for the optimization problem. We show that the optimal bandwidth allocation for each type of data is piecewise linear with respect to the total available bandwidth.
CC :	001D02B04
FD :	Multimédia; Type donnée; Largeur bande; Débit information; Transmission donnée; Allocation optimale; Satisfaction; Téléopération; Télérobotique; Sensibilité tactile; Opérateur humain; Multiplicité; Taux transmission; Canal transmission; Programmation mathématique; Fonction logarithmique; Solution exacte; Modélisation; Linéarisation morceau; .; Allocation bande passante
ED :	Multimedia; Data type; Bandwidth; Information rate; Data transmission; Optimal allocation; Satisfaction; Remote operation; Telerobotics; Tactile sensitivity; Human operator; Multiplicity; Transmission rate; Transmission channel; Mathematical programming; Logarithmic function; Exact solution; Modeling; Piecewise linearization; Bandwidth allocation
SD :	Multimedia; Tipo dato; Anchura banda; Índice información; Transmisión datos; Asignación óptima; Satisfacción; Teleacción; Sensibilidad tactil; Operador humano; Multiplicidad; Relación transmisión; Canal transmisión; Programación matemática; Función logarítmica; Solución exacta; Modelización; Linearización trozo; Asignación de banda pasante
LO :	INIST-555.354000509243730080
ID :	12-0152051

Links to Exploration step

Pascal:12-0152051

Le document en format XML

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<front><div type="abstract" xml:lang="en">In recent years, more and more point-to-point communication systems involve simultaneous transmission of multiple sources of human perceptual data over a single communication medium. For example, in a teleoperation system or a telerobotic system, streams of video, audio, and haptic data need to be sent from a field place to a remote human operator. Each type of data demands a certain range of transmission rate. This creates conflicts among these data when the available bandwidth is limited. In this paper we study the bandwidth allocation for multiple sources of human perceptual data transmitted over a rate-limited communication channel. We aim to maximize the overall user satisfaction in the data transmission, and formulate an optimization problem for the bandwidth allocation. Using either the logarithmic or exponential form of human perceptual satisfaction function, we are able to derive closed-form solutions for the optimization problem. We show that the optimal bandwidth allocation for each type of data is piecewise linear with respect to the total available bandwidth.</div>
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<fA45><s0>21 ref.</s0>
</fA45>
<fA47 i1="01" i2="1"><s0>12-0152051</s0>
</fA47>
<fA60><s1>P</s1>
</fA60>
<fA61><s0>A</s0>
</fA61>
<fA64 i1="01" i2="1"><s0>Journal of the Franklin Institute</s0>
</fA64>
<fA66 i1="01"><s0>GBR</s0>
</fA66>
<fC01 i1="01" l="ENG"><s0>In recent years, more and more point-to-point communication systems involve simultaneous transmission of multiple sources of human perceptual data over a single communication medium. For example, in a teleoperation system or a telerobotic system, streams of video, audio, and haptic data need to be sent from a field place to a remote human operator. Each type of data demands a certain range of transmission rate. This creates conflicts among these data when the available bandwidth is limited. In this paper we study the bandwidth allocation for multiple sources of human perceptual data transmitted over a rate-limited communication channel. We aim to maximize the overall user satisfaction in the data transmission, and formulate an optimization problem for the bandwidth allocation. Using either the logarithmic or exponential form of human perceptual satisfaction function, we are able to derive closed-form solutions for the optimization problem. We show that the optimal bandwidth allocation for each type of data is piecewise linear with respect to the total available bandwidth.</s0>
</fC01>
<fC02 i1="01" i2="X"><s0>001D02B04</s0>
</fC02>
<fC03 i1="01" i2="X" l="FRE"><s0>Multimédia</s0>
<s5>06</s5>
</fC03>
<fC03 i1="01" i2="X" l="ENG"><s0>Multimedia</s0>
<s5>06</s5>
</fC03>
<fC03 i1="01" i2="X" l="SPA"><s0>Multimedia</s0>
<s5>06</s5>
</fC03>
<fC03 i1="02" i2="X" l="FRE"><s0>Type donnée</s0>
<s5>07</s5>
</fC03>
<fC03 i1="02" i2="X" l="ENG"><s0>Data type</s0>
<s5>07</s5>
</fC03>
<fC03 i1="02" i2="X" l="SPA"><s0>Tipo dato</s0>
<s5>07</s5>
</fC03>
<fC03 i1="03" i2="X" l="FRE"><s0>Largeur bande</s0>
<s5>08</s5>
</fC03>
<fC03 i1="03" i2="X" l="ENG"><s0>Bandwidth</s0>
<s5>08</s5>
</fC03>
<fC03 i1="03" i2="X" l="SPA"><s0>Anchura banda</s0>
<s5>08</s5>
</fC03>
<fC03 i1="04" i2="X" l="FRE"><s0>Débit information</s0>
<s5>09</s5>
</fC03>
<fC03 i1="04" i2="X" l="ENG"><s0>Information rate</s0>
<s5>09</s5>
</fC03>
<fC03 i1="04" i2="X" l="SPA"><s0>Índice información</s0>
<s5>09</s5>
</fC03>
<fC03 i1="05" i2="X" l="FRE"><s0>Transmission donnée</s0>
<s5>10</s5>
</fC03>
<fC03 i1="05" i2="X" l="ENG"><s0>Data transmission</s0>
<s5>10</s5>
</fC03>
<fC03 i1="05" i2="X" l="SPA"><s0>Transmisión datos</s0>
<s5>10</s5>
</fC03>
<fC03 i1="06" i2="X" l="FRE"><s0>Allocation optimale</s0>
<s5>11</s5>
</fC03>
<fC03 i1="06" i2="X" l="ENG"><s0>Optimal allocation</s0>
<s5>11</s5>
</fC03>
<fC03 i1="06" i2="X" l="SPA"><s0>Asignación óptima</s0>
<s5>11</s5>
</fC03>
<fC03 i1="07" i2="X" l="FRE"><s0>Satisfaction</s0>
<s5>18</s5>
</fC03>
<fC03 i1="07" i2="X" l="ENG"><s0>Satisfaction</s0>
<s5>18</s5>
</fC03>
<fC03 i1="07" i2="X" l="SPA"><s0>Satisfacción</s0>
<s5>18</s5>
</fC03>
<fC03 i1="08" i2="X" l="FRE"><s0>Téléopération</s0>
<s5>19</s5>
</fC03>
<fC03 i1="08" i2="X" l="ENG"><s0>Remote operation</s0>
<s5>19</s5>
</fC03>
<fC03 i1="08" i2="X" l="SPA"><s0>Teleacción</s0>
<s5>19</s5>
</fC03>
<fC03 i1="09" i2="3" l="FRE"><s0>Télérobotique</s0>
<s5>20</s5>
</fC03>
<fC03 i1="09" i2="3" l="ENG"><s0>Telerobotics</s0>
<s5>20</s5>
</fC03>
<fC03 i1="10" i2="X" l="FRE"><s0>Sensibilité tactile</s0>
<s5>21</s5>
</fC03>
<fC03 i1="10" i2="X" l="ENG"><s0>Tactile sensitivity</s0>
<s5>21</s5>
</fC03>
<fC03 i1="10" i2="X" l="SPA"><s0>Sensibilidad tactil</s0>
<s5>21</s5>
</fC03>
<fC03 i1="11" i2="X" l="FRE"><s0>Opérateur humain</s0>
<s5>22</s5>
</fC03>
<fC03 i1="11" i2="X" l="ENG"><s0>Human operator</s0>
<s5>22</s5>
</fC03>
<fC03 i1="11" i2="X" l="SPA"><s0>Operador humano</s0>
<s5>22</s5>
</fC03>
<fC03 i1="12" i2="X" l="FRE"><s0>Multiplicité</s0>
<s5>23</s5>
</fC03>
<fC03 i1="12" i2="X" l="ENG"><s0>Multiplicity</s0>
<s5>23</s5>
</fC03>
<fC03 i1="12" i2="X" l="SPA"><s0>Multiplicidad</s0>
<s5>23</s5>
</fC03>
<fC03 i1="13" i2="X" l="FRE"><s0>Taux transmission</s0>
<s5>24</s5>
</fC03>
<fC03 i1="13" i2="X" l="ENG"><s0>Transmission rate</s0>
<s5>24</s5>
</fC03>
<fC03 i1="13" i2="X" l="SPA"><s0>Relación transmisión</s0>
<s5>24</s5>
</fC03>
<fC03 i1="14" i2="X" l="FRE"><s0>Canal transmission</s0>
<s5>25</s5>
</fC03>
<fC03 i1="14" i2="X" l="ENG"><s0>Transmission channel</s0>
<s5>25</s5>
</fC03>
<fC03 i1="14" i2="X" l="SPA"><s0>Canal transmisión</s0>
<s5>25</s5>
</fC03>
<fC03 i1="15" i2="X" l="FRE"><s0>Programmation mathématique</s0>
<s5>26</s5>
</fC03>
<fC03 i1="15" i2="X" l="ENG"><s0>Mathematical programming</s0>
<s5>26</s5>
</fC03>
<fC03 i1="15" i2="X" l="SPA"><s0>Programación matemática</s0>
<s5>26</s5>
</fC03>
<fC03 i1="16" i2="X" l="FRE"><s0>Fonction logarithmique</s0>
<s5>27</s5>
</fC03>
<fC03 i1="16" i2="X" l="ENG"><s0>Logarithmic function</s0>
<s5>27</s5>
</fC03>
<fC03 i1="16" i2="X" l="SPA"><s0>Función logarítmica</s0>
<s5>27</s5>
</fC03>
<fC03 i1="17" i2="X" l="FRE"><s0>Solution exacte</s0>
<s5>28</s5>
</fC03>
<fC03 i1="17" i2="X" l="ENG"><s0>Exact solution</s0>
<s5>28</s5>
</fC03>
<fC03 i1="17" i2="X" l="SPA"><s0>Solución exacta</s0>
<s5>28</s5>
</fC03>
<fC03 i1="18" i2="X" l="FRE"><s0>Modélisation</s0>
<s5>29</s5>
</fC03>
<fC03 i1="18" i2="X" l="ENG"><s0>Modeling</s0>
<s5>29</s5>
</fC03>
<fC03 i1="18" i2="X" l="SPA"><s0>Modelización</s0>
<s5>29</s5>
</fC03>
<fC03 i1="19" i2="X" l="FRE"><s0>Linéarisation morceau</s0>
<s5>41</s5>
</fC03>
<fC03 i1="19" i2="X" l="ENG"><s0>Piecewise linearization</s0>
<s5>41</s5>
</fC03>
<fC03 i1="19" i2="X" l="SPA"><s0>Linearización trozo</s0>
<s5>41</s5>
</fC03>
<fC03 i1="20" i2="X" l="FRE"><s0>.</s0>
<s4>INC</s4>
<s5>82</s5>
</fC03>
<fC03 i1="21" i2="X" l="FRE"><s0>Allocation bande passante</s0>
<s4>CD</s4>
<s5>96</s5>
</fC03>
<fC03 i1="21" i2="X" l="ENG"><s0>Bandwidth allocation</s0>
<s4>CD</s4>
<s5>96</s5>
</fC03>
<fC03 i1="21" i2="X" l="SPA"><s0>Asignación de banda pasante</s0>
<s4>CD</s4>
<s5>96</s5>
</fC03>
<fN21><s1>114</s1>
</fN21>
<fN44 i1="01"><s1>OTO</s1>
</fN44>
<fN82><s1>OTO</s1>
</fN82>
</pA>
</standard>
<server><NO>PASCAL 12-0152051 INIST</NO>
<ET>User-satisfaction based bandwidth allocation for transmission of multiple sources of human perceptual data</ET>
<AU>CHANG (Cheng-Chun); KUO (Tien-Ying); LO (Yi-Chung); LEE (Heung-No); ASKEY (David); MAO (Zhi-Hong)</AU>
<AF>Department of Electrical Engineering, National Taipei University of Technology, 1, Sec, 3, Chung-hsiao E. Rd/Taipei 10608/Taïwan (1 aut., 2 aut., 3 aut.); Gwangju Institute of Science and Technology/Corée, République de (4 aut.); Energid Technologies Corporation, 124 Mount Auburn Street/Cambridge, MA 02138/Etats-Unis (5 aut.); Department of Electrical and Computer Engineering and the Department of Bioengineering, University of Pittsburgh/PA 15261/Etats-Unis (6 aut.)</AF>
<DT>Publication en série; Niveau analytique</DT>
<SO>Journal of the Franklin Institute; ISSN 0016-0032; Coden JFINAB; Royaume-Uni; Da. 2012; Vol. 349; No. 3; Pp. 879-890; Bibl. 21 ref.</SO>
<LA>Anglais</LA>
<EA>In recent years, more and more point-to-point communication systems involve simultaneous transmission of multiple sources of human perceptual data over a single communication medium. For example, in a teleoperation system or a telerobotic system, streams of video, audio, and haptic data need to be sent from a field place to a remote human operator. Each type of data demands a certain range of transmission rate. This creates conflicts among these data when the available bandwidth is limited. In this paper we study the bandwidth allocation for multiple sources of human perceptual data transmitted over a rate-limited communication channel. We aim to maximize the overall user satisfaction in the data transmission, and formulate an optimization problem for the bandwidth allocation. Using either the logarithmic or exponential form of human perceptual satisfaction function, we are able to derive closed-form solutions for the optimization problem. We show that the optimal bandwidth allocation for each type of data is piecewise linear with respect to the total available bandwidth.</EA>
<CC>001D02B04</CC>
<FD>Multimédia; Type donnée; Largeur bande; Débit information; Transmission donnée; Allocation optimale; Satisfaction; Téléopération; Télérobotique; Sensibilité tactile; Opérateur humain; Multiplicité; Taux transmission; Canal transmission; Programmation mathématique; Fonction logarithmique; Solution exacte; Modélisation; Linéarisation morceau; .; Allocation bande passante</FD>
<ED>Multimedia; Data type; Bandwidth; Information rate; Data transmission; Optimal allocation; Satisfaction; Remote operation; Telerobotics; Tactile sensitivity; Human operator; Multiplicity; Transmission rate; Transmission channel; Mathematical programming; Logarithmic function; Exact solution; Modeling; Piecewise linearization; Bandwidth allocation</ED>
<SD>Multimedia; Tipo dato; Anchura banda; Índice información; Transmisión datos; Asignación óptima; Satisfacción; Teleacción; Sensibilidad tactil; Operador humano; Multiplicidad; Relación transmisión; Canal transmisión; Programación matemática; Función logarítmica; Solución exacta; Modelización; Linearización trozo; Asignación de banda pasante</SD>
<LO>INIST-555.354000509243730080</LO>
<ID>12-0152051</ID>
</server>
</inist>
</record>

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User-satisfaction based bandwidth allocation for transmission of multiple sources of human perceptual data

User-satisfaction based bandwidth allocation for transmission of multiple sources of human perceptual data

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