Improved Transient Performance Analysis Algorithm of Multichannel S-ALOHA and Its Applications

JIAN Xin; ZENG Xiaoping; TAN Xiaoheng; TIAN Mi; MIAO Lijuan

doi:10.11999/JEIT151207

Volume 38 Issue 8

Sep. 2016

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Article Navigation > Journal of Electronics & Information Technology > 2016 > 38(8): 1894-1900

JIAN Xin, ZENG Xiaoping, TAN Xiaoheng, TIAN Mi, MIAO Lijuan. Improved Transient Performance Analysis Algorithm of Multichannel S-ALOHA and Its Applications[J]. Journal of Electronics & Information Technology, 2016, 38(8): 1894-1900. doi: 10.11999/JEIT151207

Citation:

JIAN Xin, ZENG Xiaoping, TAN Xiaoheng, TIAN Mi, MIAO Lijuan. Improved Transient Performance Analysis Algorithm of Multichannel S-ALOHA and Its Applications[J]. Journal of Electronics & Information Technology, 2016, 38(8): 1894-1900. doi: 10.11999/JEIT151207

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Improved Transient Performance Analysis Algorithm of Multichannel S-ALOHA and Its Applications

doi: 10.11999/JEIT151207

Funds:

The National Natural Science Foundation of China (91438104, 61571069, 61501065), Fundamental Research Funds for the Central Universities (106112015CDJXY160002)

Received Date: 2015-10-29
Rev Recd Date: 2016-02-19
Publish Date: 2016-08-19

Abstract

Abstract

Concurrent data transmission from massive Machine Type Communications (MTC) devices makes the traffic pattern of MTC more bursty, which invalidates the commonly-used methodologies of traffic engineering for multichannel S-ALOHA under the assumption of homogeneous or compound Poisson process. By usage of the number of contending devices that transmit the j-th preamble at the i-th Random Access (RA) slot as state variable, an innovative iterative process with its simplified form is proposed to acquire the dynamic process of multichannel S-ALOHA. It reveals the direct relation between the number of contending devices that transmit the j-th preamble at the i-th RA slot and the newly arrived devices before i-th RA slot. It also presents an analytical way to compute the probability density function, cumulative density function and mean of access delay. Numerical results by the use of MTC traffic models proposed by 3GPP are conducted to validate the effectiveness of the proposed iterative process and its simplified form. These works provide engineers insights to design enhanced overload control mechanism for MTC applications.
- Internet of things,
- Machine type communication,
- Burstness traffic; Multichannel S-ALOHA,
- Transient performance analysis,

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References(20)

References

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