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Technical viability study for behavioral monitoring of wildlife animals in Doñana: An 802.15.4 coverage study in a Natural Park

Abstract

The study and monitoring of wildlife and in semi-freedom has always been a subject of great interest. In recent years the technology allows to design low cost systems that facilitate these tasks: microcontrollers, low-power wireless networks, sensors. GPS, satellite and VHF has been used for position tracking and localization of wildlife. Our aim is to design a low-cost system for local monitoring of wildlife (collar or harness) with local memory and remote access. It will use multiples sensors for behavioral and health monitoring and fuse the processed information locally to reduce the stored data, but allowing to be sporadically transmitted through wireless networks. This collar will be based on an embedded low-power microcontroller with 802.15.4 transceiver and a set of sensors to provide data (activity and health) of the animal under monitoring: accelerometers, compass, humidity, temperature, light, microphone, heart rhythm. This collar is called mote in wireless sensors network (WSN) terminology. Only when one mote is closer to an 802.15.4 mote and under request, the collar will dump the information to a host database server through the 802.15.4 network. In this paper we present a viability study of the WSN for Doñana Natural Park for different mote transmission powers, frequencies and distances for coverage. ZigBee and XBee mote has been proven.

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Technical viability study for behavioral monitoring of wildlife animals in Doñana: An 802.15.4 coverage study in a Natural Park

Author: Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Cascado Caballero, Daniel; Linares Barranco, Alejandro; Paz Vicente, Rafael; Jiménez Moreno, Gabriel; Soriguer, R.
Publisher: IEEE Computer Society
Year: 2011
Source: https://idus.us.es/bitstreams/ab160bb2-531e-432c-b09f-88fcba5a63eb/download
TECHNICAL VIABILITY STUDY FOR BEHAVIORAL
MONITORING OF WILDLIFE ANIMALS IN DOÑANA
An 802.15.4 Co e age S udy in a Na u al Pa k
M. Dominguez-Mo ales, A. Jimenez-Fe nández, D. Cascado-Caballe o,
A. Lina es-Ba anco, R. Paz, G. Jiménez-Mo eno
Robo ic and Technology o Compu e s Lab, Uni e si y o Se ille, ETSII A . Reina Me cedes s/n, Se ille, Spain
[email p o ec ed]
R. So igue
Biological S a ion o Doñana, CSIC, A . Ame ico Vespucio. EDB-CNM, Se ille, Spain
Keywo ds: Wi eless senso ne wo ks, WSN, XBee, ZigBee, 802.15.4, Mo es, Wi eless co e age, Wild animals,
Doñana.
Abs ac : The s udy and moni o ing o wildli e and in semi- eedom has always been a subjec o g ea in e es . In
ecen yea s he echnology allows o design low cos sys ems ha acili a e hese asks: mic ocon olle s,
low-powe wi eless ne wo ks, senso s. GPS, sa elli e and VHF has been used o posi ion acking and
localiza ion o wildli e. Ou aim is o design a low-cos sys em o local moni o ing o wildli e (colla o
ha ness) wi h local memo y and emo e access. I will use mul iples senso s o beha io al and heal h
moni o ing and use he p ocessed in o ma ion locally o educe he s o ed da a, bu allowing o be
spo adically ansmi ed h ough wi eless ne wo ks. This colla will be based on an embedded low-powe
mic ocon olle wi h 802.15.4 anscei e and a se o senso s o p o ide da a (ac i i y and heal h) o he
animal unde moni o ing: accele ome e s, compass, humidi y, empe a u e, ligh , mic ophone, hea hy hm.
This colla is called mo e in wi eless senso s ne wo k (WSN) e minology. Only when one mo e is close o
an 802.15.4 mo e and unde eques , he colla will dump he in o ma ion o a hos da abase se e h ough
he 802.15.4 ne wo k. In his pape we p esen a iabili y s udy o he WSN o Doñana Na u al Pa k o
di e en mo e ansmission powe s, equencies and dis ances o co e age. ZigBee and XBee mo e has
been p o en.
1 INTRODUCTION
The moni o ing o animal li e can be classi ied in o
wo g oups: moni o ing wildli e and li es ock
ope a ions moni o ing ex ensi e. Du ing he second
hal o he wen ie h cen u y basically h ee wildli e
acking me hods we e used: Halle (2001),
Ma kham (2008), Findhol (1996) and Mech (2002)
by VHF acking, by GPS and by Sa elli e. The
adi ional VHF sys em collapse as soon as i s a ed
using mul iples colla s because o he sca ci y o
equencies assigned, which began o codi y he
signs ha each colla s o wa d o op imize
localiza ion, as in Allen (2009) wo k. Sa elli e
localiza ion mechanisms (A gos in pa icula ) a e so
expensi e ha only mig a o y animals we e used in
he con inen , as in Mech (2002) and Voda one
e e ences. Back in he nine ies yea s, localiza ion
mechanisms we e implemen ed based on ixed
nodes co e ing a wide a ea by iangula ion (wi hou
using GPS) wi h a p ecision o 50 me e s. This was
subsequen ly imp o ed by GPS ob aining a highe
p ecision, see Rempel (1995). Some o he sys ems
e e enced a e he Zeb aNe ha apa o using GPS
o implemen localiza ion, i includes o he senso s
o de ec he moni o ed animal ac i i y. Howe e ,
he main cha ac e is ics o ou sys em is ha i s o es
he da a collec ed locally and ha hese may be
ans e ed be ween di e en colla s un il hey a e
collec ed by he esea che .
The Zeb aNe sys em, see Juang (2002),
desc ibes mechanisms o da a collec ion om
di e en senso s in o de o p ocess he in o ma ion
o -line. This allows inding pa e ns in in o ma ion
ha can be associa ed o he a ious ac i i ies o
animal: ea , hun , sleep,... The possibili y ha his
pa e n ecogni ion can be pe o med locally on each
colla on he animal is e y a ac i e because i
educes he ansmission ime and he in o ma ion
pos p ocessing.
In his pape we p esen he esul s o a iabili y
s udy o applying WSN o hese colla s in he
Doñana Na u al Pa k. The iabili y s udy is ocused
on 802.15.4 ne wo ks wi h di e en powe
ansmissions and wo di e en equencies:
868MHz and 2.4GHz.
Nex sec ion p esen s a e iew o 802.15.4 WSN,
ocusing on ZigBee and XBee s anda ds. Sec ion 3
p esen s he scena io o he iabili y s udy. Then in
sec ion 4 we p esen some esul s and inally we
p esen he conclusions and u u e wo k in sec ion 5.
2 WSN TECHNOLOGIES
802.15.4 (Zigbee Alliance web page:
h p://www.zigbee.o g) is he mos ep esen a i e
example o Wi eless Senso Ne wo ks (WSN). I is a
s anda d ha co e s se e al PHY laye s and one
MAC laye , aiming o gi e low a e ne wo k se ice
o de ices wi h low capaci y ba e ies. Expec ed
ba e y ope a ion ime is 4 o 6 mon hs o bu on
ba e ies. Da a a es we e de ined o 250Kbps a
maximum, bu lowe da a a es a e possible by
choosing he app op ia e PHY laye o changing he
MAC pa ame e s. Communica ions secu i y is
ensu ed by AES enc yp ion and coexis ence is
sol ed by channel selec ion and ea u es such as
quali y o se ice o noise ca ie sensing help o
a oid busy channels. Loca ion in o ma ion is
possible h ough iangula ion o RSSI (as
implemen ed in Chipcon CC2431 chips), as in
Me e (2008). Ne wo k opologies allowed a e
cen alized (s a opology wi h a ne wo k mas e ) o
Ad-Hoc (pee o pee communica ions wi hou
mas e ). In s a opology, beacon enabled
communica ions make possible o ese e
ansmission slo s, gua an eeing da a a es and
making so eal ime applica ions possible.
802.15.4 is he base o Zigbee ha ies o gi e a
comple e solu ion (wi h mo e laye s and p o iles) o
low- a e, low-powe pe sonal a ea ne wo ks. A
p o ile is a se o p o ocols and de ini ions (such as
ype o messages, IDs, e c) ha mus be
implemen ed in case o adop ing a speci ic p o ile in
o de o achie e in e ope abili y be ween de ices.
One example o his is he ecen ly app o ed Zigbee
Heal h Ca e P o ile, which o e s an open s anda d
o heal h moni o ing and managemen de ices,
o e ing a wide a ie y o heal h-ca e o ien ed
se ices and p o ocols.
3 TESTING SCENARIO
Doñana Na ional Pa k, see Doñana (1994) e e ence,
in Andalusia occupies he igh bank o he
Guadalqui i Ri e a i s es ua y on he A lan ic
Ocean. I is no able o he g ea di e si y o i s
bio opes, especially lagoons, ma shlands, ixed and
mobile dunes, sc ub woodland and maquis. The
aunal in en o y includes 8 species o ish, 10
amphibians, 19 ep ile, 30 mammal and 360 bi d. I
is one o he la ges he on ies in he Medi e anean
egion and is he win e ing si e o mo e han 500K
wa e owl each yea . Doñana Na ional Pa k has
been a es ing g ound o conse a ion in Spain and
has become e y well known h oughou Eu ope due
o he con o e sies aced he e and he inno a i e
managemen app oaches ha ha e been aken. I is
he only p o ec ed a ea ha is no only a Na ional
Pa k bu also a Ramsa si e, a Biosphe e Rese e as
well as a Eu opean Communi y Special P o ec ion
A ea. I is also known as he si e which igge ed he
ounda ion o WWF in 1961.
The Doñana Scien i ic Rese e (DBR) is made
up by wo es a es wi h a su ace a ea o 10,000
hec a es, included in he 50,000 hec a es o Doñana
Na ional Pa k.
This a ea includes 4 la ge ecosys ems: beaches,
dunes, sc ubland, and ma shland. The auna includes
41 species o an s, 7 o eshwa e ish, 30 o es ua y
ish, 11 o amphibians, 19 o ep iles and 20 o
mammals. DBR has an impo an in as uc u e o
scien i ic esea ch: accommoda ion ooms, ield
labo a o ies, a lee o 4 wheel-d i e ca s, ho ses,
boa s; and pe sonnel.
In ap il 2006, he In e minis e ial Commission o
Science and Technology (CICYT) pa o he
Minis y o Educa ion and Science app o ed he
ecogni ion as Singula Scien i ic and Technological
In as uc u e (ICTS) o he Scien i ic Rese e o
Doñana. ICTS was c ea ed wi h wo objec i es: (a)
p o iding mode n communica ions and scien i ic
equipmen s in as uc u e o he Rese e in o de o
allow he s anda diza ion and au oma ion o
moni o ing na u al p ocesses, and o de eloping
esea ch ac i i ies ha could no be possible wi hou
he ICTS. And (b) p o iding access o hese acili ies
and welcoming o he scien i ic communi y o
de elop esea ch ac i i ies.
The ICTS is equipped wi h an ex ensi e
audio isual ne wo k o moni o ing; a me eo ology
and mic oclima ology moni o ing ne wo k;
a mosphe ic measu emen s equipmen s; hyd ology
and limnology; geomo phology; lo a and ege a ion
na u al p ocess moni o ing; wildli e census; low o
wa e and CO2; knowledge o he land on which si s
he ege a ion; geolocaliza ion h ough a ious
schemes like FindA e (GPRS and Wi i), RTLS o e
Wi i, RFID, ul asound o ha monic ada de ec o s.
Se e al 802.11 an ennas wa an y co e age o
wi eless in e ne access inside he Rese e.
In o de o s udy he iabili y o he
communica ions o wildli e moni o ing, wo
di e en 802.15.4 equencies has been es ed in his
wo k: 2.4GHz and 868MHz wi h di e en
ansmission powe and p o ocol s anda ds: ZigBee
2.4GHz 10mW and XBee 868MHz 300mW
Fou main zones o he Rese e we e selec ed o
he s udy: Ojillo (blue ou e in igu e 1): is a o es
zone, ela i ely plane; San a Olalla (pink ou e in
igu e 1): lagoon zone e y close o dunes wi h low
densi y o ege a ion; Humedales ( ed ou e in
igu e 1): comple ely open zone, mo e han 15Km o
ee obs acles loodplain, bu comple ely d y a ea
du ing ou s udy; and Dunas (pu ple ou e in igu e
1): his a ea is close o he sea. The e a e dunes ha
a e shi ing.
4 RESULTS
Figu e 1 shows a google map o Doñana. The map
shows se e al ou es o he co e age s udy.
Two co e age es s ha e been pe o med o
Texas ZigBee 2.4GHz and low powe ZigBee
anscei e s. Fi s one was done in a ela i ely open
ield (a San a Olalla), and ano he on a ee zone
(Ojillo). The maximum co e age ange measu ed
was a ound 250m and 60m espec i ely. This is due
no only o he powe o ansmission bu also o he
abso p ion p ope y o 2.4 GHz signals e sus
868MHz signals. 2.4GHz signal is mo e abso bed by
ege a ion han 868MHz.
868MHz XBee co e age s udy consis ed in
es ing he e iciency o he link be ween wo XBee
anscei e s a 868MHz and 300mW ansmission
powe . In he Palace o Doñana he e is a 25 me e s
high owe . In his owe we se up he base-s a ion
o he measu emen s (bo om yellow poin in igu e
1). The base-s a ion equipmen was composed by
one XBee mo e connec ed o a lap op h ough USB
and a so wa e applica ion w i en in C# is used in
o de o manage in o ma ion be ween mo es. This
so wa e applica ion con ains unc ions, p ocedu es
and s a e machines o implemen he communica ion
h ough XBee. Once he so wa e applica ion is
unning, i sends a b oadcas packe asking o mo e
disco e y, and hen i keeps wai ing o answe s.
When a leas one mo e ha e been disco e ed, and
using a so wa e ime , he i s mo e will
con inuously be ansmi ing in o ma ion using a
poin o poin link o he jus disco e ed mo e,
ansmi ing one packe pe second. Fu he mo e, he
XBee anscei e is able o make emo e AT
commands eques , his ea u e is used by owe
mo e o eques ing in o ma ion abou he powe o
las ecei ed adio packe o each ime o e low.
Powe adio ecep ion measu emen is e u ned o
owe mo e as a dB magni ude. Thank o he use o
applica ion so wa e, we can cha ac e ize he quali y
and adio powe o he anscei e links o he
Doñana Biological Rese e scena io.
Figu e 1: Google map o Biological Rese e o Doñana.
Blue ou e om Palacio o Ma alascañas ou e ended
a ound Ojillo. Pink ou e om Palacio o Dunes. Pu ple
ou e on Dunes. G een and ed ou es on Humedales.
The second mo e consis s on an XBee 868 MHz
anscei e a 300mW connec ed o a
mic ocon olle . The mic ocon olle is con inuously
e ansmi ing he same incoming packe . The e o e,
he owe mo e will ecei e he same ansmi ed
packe wi h in o ma ion abou he signal in ensi y in
dB hanks o he use o AT commands suppo ed by
XBee anscei e . Du ing he di e en es ed ou es
we ha e aken he GPS coo dina es a each poin o
each ou e o igu e 1. A hese poin s we ha e
measu ed he signal in ensi y in dB o he link on he
owe side o wo di e en posi ion o he mo e (2m
high and 0.5m high). Figu e 2 shows a g aph pe
each signi ican ou e. I can be seen ha he signal
is qui e good o eally open ields (Humedales),
ob aining a co e age ange o up o 13Km, while o
ee zones (Ojillo), he co e age age dec eases o
6Km and he signal in ensi y inc eases when
measu emen s a e made in a dense ee zone. A
Dunas zone we ealized ha he signal is los
immedia ely when measu ing om he owe mo e
(pink ou e), so we mo ed bo h XBee mo es o
Dunes zone and we ob ained a ound 0.8 Km. Resul s
o his zone a e p esen ed on igu e 2 bo om.
Figu e 2: Signal ecep ion in dB o Ma alascañas ou e
(blue on map), Humedales (we lands) ( ed on map) and
Dunes (pu ple on map).
5 CONCLUSIONS
This wo k p esen s a communica ions s udy in a
ee-building scena io (Doñana Biological Pa k).
This s udy was ca ied ou in a ious a eas o he
pa k (named abo e) o es how e ain and wea he
condi ions changes a ec he esul s. Due o he
hick ege a ion o he pa k, he signal emi ed in 2.4
GHz was easily abso bed, educing link dis ances
and, he e o e, signi ican esul s ha e been unde go
using 868 Mhz ansmissions.
The equipmen used, wi h 300mW o powe ,
eaches dis ances o se e al kilome es. In his way,
na u al habi a is no con amina ed wi h lo s o nodes
h ough he pa k (2 o 3 poin s could co e DBR).
ACKNOWLEDGEMENTS
This wo k has been in pa sus ained by he RDB-
ICTS 39/2010 Second Call Access 2009-2010 ICTS-
RBD (h p://ic s.ebd.csic.es/Lis a Con oca o iasAc i
on.do)
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