Automated Data Acquisition and Monitoring
30
An Advanced Wireless System for Emergency Management in Hospitals
Angelo Biscotti1, Sara Spadoni1, Berardo Naticchia1 and Alessandro Carbonari2
1Polytechnic University of Marche, Smart Space Solutions SRL, Via Brecce Bianche, 60131 Ancona, Italy 2Polytechnic University of Marche, DACS Department, Engineering Faculty, Ancona, Italy. Tel: +390712204397; Fax: +39 0712204582; Mobile: +39 3402502768, [email protected]
Abstract
This paper reports preliminary results achieved during the experimentation of a new real time localization system, especially designed in support of hospitals’ emergency management. This system represents the first step of a wider ongoing research project, carried on by the authors in collaboration with the academic spin-off company Smart Space Solutions SRL, aimed at the developing of the W.E.M.A.S. (Wireless Emergency Management Aiding System) system, whose final aim is increasing hospitals’ efficiency in the management of the maxi emergencies consequent to disasters. WEMAS uses advanced wireless localization tracking and communication technologies to provide a number of features, such as: patient’s flows and patient’s healthcare progress tracking, equipment and medical personnel tracking, triage information management, ambulance scheduling and early communication of patient status from ambulance to the receiving emergency division. As a side effect, WEMAS system will equip hospitals with this new network infrastructure to optimize patient logistics for routine management. This paper describes also tests performed on the first release of WEMAS system, in the Emergency Division of the Hospital of Senigallia (Italy), demonstrating its features and technological feasibility.
Keywords: RTLS; wireless communication; disaster response; emergency management.
1. Introduction
This paper concerns the first step of a wider ongoing research project, named WEMAS (Wireless Emergency Management Aiding System), and carried out by the Department of Architecture Constructions and Structures (DACS) of the Polytechnic University of Marche, the academic spin-off company Smart Space Solutions SRL and the hospital of Senigallia.
The WEMAS, that will be developed to increase hospitals’ emergency divisions efficiency in the management of maxi-emergencies consequent to disasters, in its final release will provide the following functionalities: support to first aid management on disaster fields; support to patient transfer from disaster field to hospital; support to emergency division activities within hospital.
As a consequence, the WEMAS will have positive implications also in hospitals’ daily activities, allowing patients’ healthcare flow tracking, optimization of resource management and also facility tracking to prevent loss or robbery attempts.
The project is compliant to the Marche Region’s legislation that, by means of the regional act “DGR 49/2004”, imposes that every hospital must arrange a PEIMAF plan (“Piano di Emergenza Massiccio Afflusso Feriti”) devoted to coordination of hospital’s activities in case of massive victim afflux consequent to disasters.
Nevertheless, empirical experience has attested the inadequacy of the PEIMAF plan in maxi-emergencies management, because of the adoption of traditional communication and management instruments. Even the most recent research, carried out in countries very sensitive to catastrophic events, like Japan or USA, realized inadequacy of traditional means when coping with catastrophic events (Wickramasinghe et al. 2006). The last catastrophic event is represented by September the 11th attacks, when inefficient communication between disaster field and neighbor hospitals was experienced.
Nowadays, limits could be fortunately overcame by the advent of recent IC technologies, providing a valid support in hospital’s activities management (Chao et al. 2007), like faster patient’s identification, patients’ healthcare progress real-time tracking and so on. Some examples of such systems have been developed, tested and adopted in hospitals, but they all tend to be very invasive, moreover when installed in existing buildings.
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26th International Symposium on Automation and Robotics in Construction (ISARC 2009)
33
The WEMAS exploits three Zigbee device types (Figure 4-a), compliant to standard application profile: each one presenting specific features, as depicted in Table 2.
Our WEMAS devices are equipped with the integrated radio and microcontroller Chipcon/Texas Instruments CC2431 chip with 128K flash memory. CC2431 has an embedded localization hardware engine, which estimates the position of a node by evaluating the received signal strength (RSSI) attenuation (Michel et al. 2006), according to the Path Loss Model (PLM) formula:
( )( )dLognARSSI 1010 ⋅⋅+−= (eq. 1) where d represents the distance in meters from the sender node, while A is the received signal in dBm at
a distance of one meter with a sending power of 0dbm. The decentralized localization algorithm is performed entirely by the “blind” node, reducing the
communication costs and bottlenecks. A mobile node who wants to evaluate its position sends a broadcast message to all ZRs of the network in its radio range; each ZR replies with a short message whose payload contains its fixed coordinates and the message’s RSSI received, measured in dBm (see Figure 4-b). At least three RSSI indications are then written in the location hardware registers with ZRs coordinates, A and n values of the PLM formula in eq. 1. Output contains the coordinates of the evaluated position. The procedure to evaluate A and n values is described in (Chipcon/Texas Instruments 2007).
Table 2. ZigBee device types with their features
Zigbee Coordinator (ZC) Zigbee Router (ZR) Zigbee End-Device (ZED)
• one and only one required for each ZB network;
• initiates network formation;
• acts as 802.15.4 PAN coordinator (FFD);
• not necessarily dedicated device, can perform applications.
• may associate with ZC or with previously associated ZR;
• acts as 802.15.4 coordinator (FFD);
• local address (destination) allocation/de-allocation;
• participates in multi-hop routing of messages.
• mobile node;
• shall not allow association;
• shall not participate in routing;
• put to sleep by parents.
The engine is not capable to evaluate node’s position if less than three ZRs reply to the broadcast
request. In this case the position can be evaluate through gate control. The utilization of a dedicated hardware reduces considerably the delay of the mathematical process. The Zigbee standard profile suggests to have main powered ZR, in order to maintain the radio transceiver in listen mode and have the possibility of routing messages throughout the network. The necessity of using cables dramatically decreases the flexibility of the network in existent hospital environments, because fixed nodes have to be placed in proximity of an electrical source. However the Zigbee specifications allow to use a synchronous communication protocol which uses a special type of message called beacon.
The beacon is a sync message, which defines a time interval for message passing, but increases extremely the latency, in order to minimize duty cycle. WEMAS system uses a new approach, developed by the academic spin-off Smart Space Solutions srl. This proprietary protocol is intended for reduce ZR’s duty cycle in asynchronous mode. It allows the arrangement of full wireless networks, because battery powered, requiring minimum maintenance efforts, with a 2 years long power life.
Each ZR node remains in sleep mode for reducing power consumption until it has to route a message or reply to a request. In these cases an asynchronous signal wakes it up from sleep and allows it to work without waiting for a sync.
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References
[1] C. Chaotechnolo
[2] ChipconLocation
[3] K. Lorintracking"
unication qualiD is located inntal tests gavthe performedwas identified
de (i.e. ZED) wline for furthey heavy walls,
ust also be inst
arious location
sions
nce analyses rMAS can offein hospital’s
source and constallation of lization exper
heavy structuretle time, a probe installed monitoring.
, W. Chen, Y.ogy", Int J Elen / Texas Instrn Engine" <Uncz, M. Welsh ", Pres Ubiqui
Automate
ity is assured n every positio
ve back good d localization d as the closewas obtained. er installations, can be monitalled next to a
ns occupied b
relative to maer in order todaily activitie
ommunicationthe full-wireleriments demoes. ototypal versioand tested in
Chy, B. Lin (ctron Healthcruments (2007
URL:http://fo(2006), "Mot
it comput., Sp
ed Data Acquis
3
if RSSI valueon of the builresults fromtests: in every
st and a good s it was also nitored by usinall door openi
Po
Rea
Exb)
by the ZED deestimated po
axi-emergencieo become a stes. In the last n managementess, low invasivonstrated the
on of WEMASn the emergen
(20079, "Imprc, 3(2): 175-927), "System-oncus.ti.com/lit
teTrack: a robupringer-Verlag
sition and Mon
36
e higher than ding.
m this point oy case the rec
d match betwe
noticed that: ang 16 ZRs, things, in order
sition n.1
al position
xtimated position
evices during tositions (b, c).
es managementrategic instrucase, the ado
t, besides impve system, bareliability of
S system, endncy Departme
roving patient2 n-Chip for 2.4/ds/symlink/ust, decentrali
g London Lim
itoring
-85 dBm is m
of view. Figurceived RSSI ween the real an
a 350 m² larghat is to say oto avoid ZED
Po
R
n
Ec)
testing (a); com.
nt allowed idement either inoption of the proving structsed on our unthe WEMAS
dowed with soent of Senigal
t safety with R
4 GHz ZigBee/cc2431.pdf>ized approach
mited, DOI 10
measured by at
res 8-b and 8was higher thand the estimat
e built area, sne ZR per 20
D localization
osition n. 4
Real position
Extimated positio
mparison betw
entifying a sern the case of WEMAS can
ture’s safety lenique technoloS, even in cas
ome further fullia Hospital
RFID and MO
e®/ IEEE 80
h to RF-based 0.1007/s00779
t least one ZR
8-c show soman -85dBm, thted position fo
surrounded an0 m² large buierrors.
on
ween real and
ries of featuref massif victimn be useful foevel, achievabogy. se of building
unctionalities ofor continuou
OBILE
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location 9-006-0095-2.
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26th International Symposium on Automation and Robotics in Construction (ISARC 2009)
37
[4] D. Michel, D. Toggenburger (2006), "Sensor network soccer", Diploma Thesis WS, University of Applied Sciences Rapperswil HSR, Department of Electrical Engineering, Institute for Communication Systems.
[5] OneRF Technology (2007), “B2400MC-uTiny Technical Manual” <URL:http://backoffice.inware.it/files/prodotti/download/onerf/manuale%20zigbee%201.pdf>
[6] N. Wickramasinghe, R.K. Bali, R.G. Naquib (2006), "Application of knowledge management and intelligent continuum for medical emergencies and disaster scenarios", Conf. Proc. IEEE “Eng Med Biol Soc.”, 1:5149-52
[7] Zigbee Alliance White Paper (2007), "ZigBee and Wireless Frequency Coexistence", < www.zigbee.org/imwp/download.asp? ContentID=11745>