| Presentation | 2002/3/1 Adaptive Call Admission Control of CDMA-ATM LAN Architecture Using Reinforcement Learning Algorithm Han LI, Ryuji KOHNO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A optimal policy with computer intelligence method used combining ATM's QoS protocol and CDMA's TPC is analysed in this work. A semi-Markov Decision Process(SMDP) is used for formulating the transmission power allocation control problem and have proposed a Reinforcement Learning Algorithm (RLA) for solving the problem of optimum QoS provision policy. This optimal policy can make a best decision based on network information maximize the long-term value of revenue function set according to sum of the priority of connections. But,for optimum the QoS provision policy, the system need only a little information such as the available resource unused by existed connections, the required quality of service(the BER and Transmission Rate)the connection's priority, the location of mobile terminal transmitted, and the dwell-time of connection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | QoS / CDMA / Downlink / TPG / ATM / CAG / UPG / Handoff / RLA / SMDP |
| Paper # | RCS2001-317 |
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| Conference Information | |
| Committee | RCS |
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| Conference Date | 2002/3/1(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Radio Communication Systems (RCS) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Adaptive Call Admission Control of CDMA-ATM LAN Architecture Using Reinforcement Learning Algorithm |
| Sub Title (in English) | |
| Keyword(1) | QoS |
| Keyword(2) | CDMA |
| Keyword(3) | Downlink |
| Keyword(4) | TPG |
| Keyword(5) | ATM |
| Keyword(6) | CAG |
| Keyword(7) | UPG |
| Keyword(8) | Handoff |
| Keyword(9) | RLA |
| Keyword(10) | SMDP |
| 1st Author's Name | Han LI |
| 1st Author's Affiliation | Div. of Elec. and Comp. Eng., Fac. of Eng., Yokohama National University() |
| 2nd Author's Name | Ryuji KOHNO |
| 2nd Author's Affiliation | Div. of Elec. and Comp. Eng., Fac. of Eng., Yokohama National University |
| Date | 2002/3/1 |
| Paper # | RCS2001-317 |
| Volume (vol) | vol.101 |
| Number (no) | 684 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |