A mobile geo-communication dataset for physiology-aware DASH in rural ambulance transport

Mohammad Hosseini, Yu Jiang, Ali Yekkehkhany, Richard R. Berlin, Lui Sha

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Use of telecommunication technologies for remote, continuous monitoring of patients can enhance effectiveness of emergency ambulance care during transport from rural areas to a regional center hospital. However, the communication along the various routes in rural areas may have wide bandwidth ranges from 2G to 4G; some regions may have only lower satellite bandwidth available. Bandwidth fluctuation together with real-time communication of various clinical multimedia pose a major challenge during rural patient ambulance transport. The availability of a pre-transport route-dependent communication bandwidth database is an important resource in remote monitoring and clinical multimedia transmission in rural ambulance transport. Here, we present a geo-communication dataset from extensive profiling of 4 major US mobile carriers in Illinois, from the rural location of Hoopeston to the central referral hospital center at Urbana. In collaboration with Carle Foundation Hospital, we developed a profiler, and collected various geographical and communication traces for realistic emergency rural ambulance transport scenarios. Our dataset is to support our ongoing work of proposing "physiology-aware DASH", which is particularly useful for adaptive remote monitoring of critically ill patients in emergency rural ambulance transport. It provides insights on ensuring higher Quality of Service (QoS) for most critical clinical multimedia in response to changes in patients' physiological states and bandwidth conditions. Our dataset is available online 1 for research community.

Original languageEnglish (US)
Title of host publicationProceedings of the 8th ACM Multimedia Systems Conference, MMSys 2017
PublisherAssociation for Computing Machinery, Inc
Pages158-163
Number of pages6
ISBN (Electronic)9781450334891
DOIs
StatePublished - Jun 20 2017
Event8th ACM Multimedia Systems Conference, MMSys 2017 - Taipei, Taiwan, Province of China
Duration: Jun 20 2017Jun 23 2017

Publication series

NameProceedings of the 8th ACM Multimedia Systems Conference, MMSys 2017

Other

Other8th ACM Multimedia Systems Conference, MMSys 2017
CountryTaiwan, Province of China
CityTaipei
Period6/20/176/23/17

Keywords

  • Bandwidth
  • GPS
  • Network profiling
  • Physiology-aware DASH

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Human-Computer Interaction
  • Software

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