Skip to main content
Erschienen in: Mobile Networks and Applications 3/2018

21.09.2017

Streamlined Paging for Recurrent Mobility Tracking

verfasst von: I-Fei Tsai, Guan-Hsiung Liaw, Chu-Fu Wang

Erschienen in: Mobile Networks and Applications | Ausgabe 3/2018

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Human mobility is highly regular and recurrent by nature. The 93% potential predictability (Song et al. in Science, 327(5968):1018–1021, 2010) can be exploited to improve location tracking in mobile networks. Aimed at 5G lightweight connectivity, this paper concentrates on the problem of low paging cost efficiency and proposes two means to resolve it. First, a generic location management framework called cell masking is introduced to break the granularity of the tracking area down to the cell level. The tracking area can thus be streamlined in terms of both size and shape along the user trajectory. Second, context mapping is proposed to determine the streamlined paging cells in the cell-masked tracking area list. It does not incur extra location updates or paging latency. The simulation results reveal that the streamlined paging scheme has the advantages of high paging cost efficiency and high signaling space efficiency. At the cost of a minor increase in uplink signaling unit size, the reductions in uplink signaling count and downlink signaling volume reach 90% and 70%, respectively. Thus, the proposed mechanism is a superior candidate solution to the 3GPP open problem of signaling reduction to enable light connection in LTE (3GPP TSG RAN Meeting #71 RP-160540 2016).

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Weitere Produktempfehlungen anzeigen
Fußnoten
1
The signaling reduction on the air interface is mainly due to the change in location tracking from the TA-based scheme to the distance-based scheme.
 
2
Note that the cases R = 3 and R = 5 are constrained by the bit width of the local cluster ID.
 
3
By definition, a batch algorithm (a.k.a. offline algorithm) is an algorithm that performs operations with the complete input in place. Its counterpart is the online algorithm that performs operations with incremental input.
 
Literatur
1.
Zurück zum Zitat Alliance NGMN (2015) NGMN 5G white paper. Next Generation Mobile Networks Ltd, Frankfurt am Main Alliance NGMN (2015) NGMN 5G white paper. Next Generation Mobile Networks Ltd, Frankfurt am Main
2.
Zurück zum Zitat Singla A, Chandrasekaran B, Godfrey P, Maggs B (2014) The internet at the speed of light. In proceedings of the 13th ACM workshop on hot topics in networks (p. 1). ACM Singla A, Chandrasekaran B, Godfrey P, Maggs B (2014) The internet at the speed of light. In proceedings of the 13th ACM workshop on hot topics in networks (p. 1). ACM
3.
Zurück zum Zitat Premsankar G, Ahokas K, Luukkainen S (2015) Design and implementation of a distributed mobility management entity on OpenStack. In 2015 I.E. 7th international conference on cloud computing technology and science (CloudCom) (pp. 487–490). IEEE Premsankar G, Ahokas K, Luukkainen S (2015) Design and implementation of a distributed mobility management entity on OpenStack. In 2015 I.E. 7th international conference on cloud computing technology and science (CloudCom) (pp. 487–490). IEEE
4.
Zurück zum Zitat 3GPP TR 36.822 (2012) LTE radio access network (RAN) enhancements for diverse data applications 3GPP TR 36.822 (2012) LTE radio access network (RAN) enhancements for diverse data applications
5.
Zurück zum Zitat 3GPP TSG RAN Meeting #71, RP-160301 (2016) Motivation for New WI on light connection in LTE 3GPP TSG RAN Meeting #71, RP-160301 (2016) Motivation for New WI on light connection in LTE
6.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #93bis R2-162520 (2016), General principles and paging optimization in light connection 3GPP TSG RAN WG2 Meeting #93bis R2-162520 (2016), General principles and paging optimization in light connection
7.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #94 R2-164987 (2016) Mobility support for lightly connected UE 3GPP TSG RAN WG2 Meeting #94 R2-164987 (2016) Mobility support for lightly connected UE
8.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #94 R2-164047 (2016) Details of paging enhancements and light connection 3GPP TSG RAN WG2 Meeting #94 R2-164047 (2016) Details of paging enhancements and light connection
9.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #94 R2-65030 (2016) UE specific paging area definition 3GPP TSG RAN WG2 Meeting #94 R2-65030 (2016) UE specific paging area definition
10.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #94 R2-163930 (2016) Evaluation on RAN initiated paging and MME initiated paging 3GPP TSG RAN WG2 Meeting #94 R2-163930 (2016) Evaluation on RAN initiated paging and MME initiated paging
11.
Zurück zum Zitat 5G-PPP METIS-II White Paper (2016) Preliminary views and initial considerations on 5G RAN architecture and functional design 5G-PPP METIS-II White Paper (2016) Preliminary views and initial considerations on 5G RAN architecture and functional design
12.
Zurück zum Zitat 3GPP TSG RAN WG3 Meeting #93 R3-161719 (2016) Evaluation on RAN initiated paging and MME initiated paging 3GPP TSG RAN WG3 Meeting #93 R3-161719 (2016) Evaluation on RAN initiated paging and MME initiated paging
13.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #97 R2-1700807 (2017) Paging in NR at HF operation 3GPP TSG RAN WG2 Meeting #97 R2-1700807 (2017) Paging in NR at HF operation
14.
Zurück zum Zitat Pollini GP, Chih-Lin I (1997) A profile-based location strategy and its performance. IEEE J Sel Areas Commun 15(8):1415–1424CrossRef Pollini GP, Chih-Lin I (1997) A profile-based location strategy and its performance. IEEE J Sel Areas Commun 15(8):1415–1424CrossRef
15.
Zurück zum Zitat Wong VS, Leung VC (2000) Location management for next-generation personal communications networks. IEEE Netw 14(5):18–24CrossRef Wong VS, Leung VC (2000) Location management for next-generation personal communications networks. IEEE Netw 14(5):18–24CrossRef
16.
Zurück zum Zitat 3GPP TSG RAN WG3 Meeting #56 R3-070782 (2007) Reported list of last visited tracking areas 3GPP TSG RAN WG3 Meeting #56 R3-070782 (2007) Reported list of last visited tracking areas
17.
Zurück zum Zitat 3GPP TSG RAN Meeting #71 RP-160540 (2016) Signalling reduction to enable light connection for LTE 3GPP TSG RAN Meeting #71 RP-160540 (2016) Signalling reduction to enable light connection for LTE
18.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #94 R2-163888 (2016) Paging for light connection 3GPP TSG RAN WG2 Meeting #94 R2-163888 (2016) Paging for light connection
19.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #94 R2-163860 (2016) Discussion on the paging area for light connection 3GPP TSG RAN WG2 Meeting #94 R2-163860 (2016) Discussion on the paging area for light connection
20.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #96 R2-168712 (2016) Signaling flows for paging and resume for inactive state 3GPP TSG RAN WG2 Meeting #96 R2-168712 (2016) Signaling flows for paging and resume for inactive state
21.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #96 R2-167703 (2016) Paging area for light connection 3GPP TSG RAN WG2 Meeting #96 R2-167703 (2016) Paging area for light connection
22.
Zurück zum Zitat Dahlman E, Parkvall S, Peisa J (2015) 5G wireless access. IEICE Trans Commun 98(8):1407–1414CrossRef Dahlman E, Parkvall S, Peisa J (2015) 5G wireless access. IEICE Trans Commun 98(8):1407–1414CrossRef
23.
25.
Zurück zum Zitat Smith G, Wieser R, Goulding J, Barrack D (2014) A refined limit on the predictability of human mobility. In pervasive computing and communications (PerCom), 2014 I.E. international conference on (pp. 88–94). IEEE Smith G, Wieser R, Goulding J, Barrack D (2014) A refined limit on the predictability of human mobility. In pervasive computing and communications (PerCom), 2014 I.E. international conference on (pp. 88–94). IEEE
26.
Zurück zum Zitat 3GPP TSG RAN WG3 Meeting #53 R3-061087 (2006) UE-reporting based network-assigned tracking areas 3GPP TSG RAN WG3 Meeting #53 R3-061087 (2006) UE-reporting based network-assigned tracking areas
27.
Zurück zum Zitat Bar-Noy A, Kessler I, Sidi M (1995) Mobile users: to update or not to update? Wirel Netw 1(2):175–185CrossRef Bar-Noy A, Kessler I, Sidi M (1995) Mobile users: to update or not to update? Wirel Netw 1(2):175–185CrossRef
28.
Zurück zum Zitat Di Taranto R, Muppirisetty S, Raulefs R, Slock D, Svensson T, Wymeersch H (2014) Location-aware communications for 5G networks: how location information can improve scalability, latency, and robustness of 5G. IEEE Signal Process Mag 31(6):102–112CrossRef Di Taranto R, Muppirisetty S, Raulefs R, Slock D, Svensson T, Wymeersch H (2014) Location-aware communications for 5G networks: how location information can improve scalability, latency, and robustness of 5G. IEEE Signal Process Mag 31(6):102–112CrossRef
29.
Zurück zum Zitat Klepeis Neil E et al (2001) The National Human Activity Pattern Survey (NHAPS): a resource for assessing exposure to environmental pollutants. J Expo Anal Environ Epidemiol 11(3):231–252CrossRef Klepeis Neil E et al (2001) The National Human Activity Pattern Survey (NHAPS): a resource for assessing exposure to environmental pollutants. J Expo Anal Environ Epidemiol 11(3):231–252CrossRef
30.
Zurück zum Zitat 3GPP TSG RAN WG2 Meeting #95bis R2-167066 (2016) NR uplink measurement based mobility in the inactive state 3GPP TSG RAN WG2 Meeting #95bis R2-167066 (2016) NR uplink measurement based mobility in the inactive state
Metadaten
Titel
Streamlined Paging for Recurrent Mobility Tracking
verfasst von
I-Fei Tsai
Guan-Hsiung Liaw
Chu-Fu Wang
Publikationsdatum
21.09.2017
Verlag
Springer US
Erschienen in
Mobile Networks and Applications / Ausgabe 3/2018
Print ISSN: 1383-469X
Elektronische ISSN: 1572-8153
DOI
https://doi.org/10.1007/s11036-017-0904-z

Weitere Artikel der Ausgabe 3/2018

Mobile Networks and Applications 3/2018 Zur Ausgabe

Neuer Inhalt