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Risk identification of implementation of ITS to real traffic

Urbánek, Michal; Adamec, Vladimír; Popelová, Barbora; Kohoutek, Jiří

Abstract

Intelligent Transportation System is one of the concepts of modern sustainable transport in Smart Cities, which increases flow and safety of road traffic with use of information and communication technologies. The use of smart technologies such as Internet of Things, BigData, Artificial Intelligence and so on, requires strengthening or even creating a new communication infrastructure in the field of traffic. This paper discusses the risks of ITS implementation by analyzing the current state, identifying the key risk factors and showing possibilities in reduction of these risk using system methodology. It can be assumed that this transformation will be time-consuming, not only in policy and construction areas, but also in putting these systems into operation. In this meantime, when smart and non-smart systems will come in contact, there should be expected risk situations, that could cause difficulties for large-scale ITS to emerge, for example for large cities. An important part is also early awareness of the population which is affected by the situation of putting the system into operation, especially trainings for professional drivers. A participant in traffic, who are not affected by smart technologies as so-called “internet generation“ should be taken into account, as possible source of risk situations. Determining the potential risks on all the above-mentioned case is a current problem because of the rapid development and onset of ITS.

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ScienceDi ec A ailable online a www.sciencedi ec .com T anspo a ion Resea ch P ocedia 45 (2020) 787–794 2352-1465  2020 The Au ho s. Published by Else ie B.V. This is an open access a icle unde he CC BY-NC-ND license (h p://c ea i ecommons.o g/licenses/by-nc-nd/4.0/) Pee - e iew unde esponsibili y o he scien i ic commi ee o he T anspo In as uc u e and Sys ems (TIS ROMA 2019). 10.1016/j. p o.2020.02.093 10.1016/j. p o.2020.02.093 2352-1465 © 2020 The Au ho s. Published by Else ie B.V. This is an open access a icle unde he CC BY-NC-ND license (h p://c ea i ecommons.o g/licenses/by-nc-nd/4.0/) Pee - e iew unde esponsibili y o he scien i ic commi ee o he T anspo In as uc u e and Sys ems (TIS ROMA 2019). A ailable online a www.sciencedi ec .com ScienceDi ec T anspo a ion Resea ch P ocedia 00 (2019) 000–000 www.else ie .com/loca e/p ocedia 2352-1465 © 2020 The Au ho s. Published by Else ie L d. This is an open access a icle unde he CC BY-NC-ND license (h ps://c ea i ecommons.o g/licenses/by-nc-nd/4.0/) Pee - e iew unde esponsibili y o he scien i ic commi ee o TIS ROMA 2019 AIIT 2nd In e na ional Cong ess on T anspo In as uc u e and Sys ems in a changing wo ld (TIS ROMA 2019), 23 d-24 h Sep embe 2019, Rome, I aly Risk iden i ica ion o implemen a ion o ITS o eal a ic Michal U baneka,*, Vladimi Adameca, Ba bo a Schulle o aa, Ji i Kohou eka aIns i u e o Fo ensic Enginee ing, B no Uni e is y o Technology, B no, Czech epublic Abs ac In elligen T anspo a ion Sys em is one o he concep s o mode n sus ainable anspo in Sma Ci ies, which inc eases low and sa e y o oad a ic wi h use o in o ma ion and communica ion echnologies. The use o sma echnologies such as In e ne o Things, BigDa a, A i icial In elligence and so on, equi es s eng hening o e en c ea ing a new communica ion in as uc u e in he ield o a ic. This pape discusses he isks o ITS implemen a ion by analyzing he cu en s a e, iden i ying he key isk ac o s and showing possibili ies in educ ion o hese isk using sys em me hodology. I can be assumed ha his ans o ma ion will be ime-consuming, no only in policy and cons uc ion a eas, bu also in pu ing hese sys ems in o ope a ion. In his mean ime, when sma and non-sma sys ems will come in con ac , he e should be expec ed isk si ua ions, ha could cause di icul ies o la ge-scale ITS o eme ge, o example o la ge ci ies. An impo an pa is also ea ly awa eness o he popula ion which is a ec ed by he si ua ion o pu ing he sys em in o ope a ion, especially ainings o p o essional d i e s. A pa icipan in a ic, who a e no a ec ed by sma echnologies as so-called “in e ne gene a ion“ should be aken in o accoun , as possible sou ce o isk si ua ions. De e mining he po en ial isks on all he abo e-men ioned case is a cu en p oblem because o he apid de elopmen and onse o ITS. © 2020 The Au ho s. Published by Else ie L d. This is an open access a icle unde he CC BY-NC-ND license (h ps://c ea i ecommons.o g/licenses/by-nc-nd/4.0/) Pee - e iew unde esponsibili y o he scien i ic commi ee o TIS ROMA 2019 Keywo ds: In elligen T anspo a ion Sys em; Sma Ci ies; Risk Iden i ica ion 1. In oduc ion In elligen anspo a ion sys ems such as anspo elema ics sys ems combine in o ma ion and communica ion echnology and anspo enginee ing, including o he suppo i e sec o s such as economics, anspo heo y, au omo i e enginee ing, e c. The combina ion o hese a eas is designed o imp o e exis ing anspo in as uc u e * Co esponding au ho . Tel.: +420-606-293-326. E-mail add ess: michal.u banek@usi. u b .cz A ailable online a www.sciencedi ec .com ScienceDi ec T anspo a ion Resea ch P ocedia 00 (2019) 000–000 www.else ie .com/loca e/p ocedia 2352-1465 © 2020 The Au ho s. Published by Else ie L d. This is an open access a icle unde he CC BY-NC-ND license (h ps://c ea i ecommons.o g/licenses/by-nc-nd/4.0/) Pee - e iew unde esponsibili y o he scien i ic commi ee o TIS ROMA 2019 AIIT 2nd In e na ional Cong ess on T anspo In as uc u e and Sys ems in a changing wo ld (TIS ROMA 2019), 23 d-24 h Sep embe 2019, Rome, I aly Risk iden i ica ion o implemen a ion o ITS o eal a ic Michal U baneka,*, Vladimi Adameca, Ba bo a Schulle o aa, Ji i Kohou eka aIns i u e o Fo ensic Enginee ing, B no Uni e is y o Technology, B no, Czech epublic Abs ac In elligen T anspo a ion Sys em is one o he concep s o mode n sus ainable anspo in Sma Ci ies, which inc eases low and sa e y o oad a ic wi h use o in o ma ion and communica ion echnologies. The use o sma echnologies such as In e ne o Things, BigDa a, A i icial In elligence and so on, equi es s eng hening o e en c ea ing a new communica ion in as uc u e in he ield o a ic. This pape discusses he isks o ITS implemen a ion by analyzing he cu en s a e, iden i ying he key isk ac o s and showing possibili ies in educ ion o hese isk using sys em me hodology. I can be assumed ha his ans o ma ion will be ime-consuming, no only in policy and cons uc ion a eas, bu also in pu ing hese sys ems in o ope a ion. In his mean ime, when sma and non-sma sys ems will come in con ac , he e should be expec ed isk si ua ions, ha could cause di icul ies o la ge-scale ITS o eme ge, o example o la ge ci ies. An impo an pa is also ea ly awa eness o he popula ion which is a ec ed by he si ua ion o pu ing he sys em in o ope a ion, especially ainings o p o essional d i e s. A pa icipan in a ic, who a e no a ec ed by sma echnologies as so-called “in e ne gene a ion“ should be aken in o accoun , as possible sou ce o isk si ua ions. De e mining he po en ial isks on all he abo e-men ioned case is a cu en p oblem because o he apid de elopmen and onse o ITS. © 2020 The Au ho s. Published by Else ie L d. This is an open access a icle unde he CC BY-NC-ND license (h ps://c ea i ecommons.o g/licenses/by-nc-nd/4.0/) Pee - e iew unde esponsibili y o he scien i ic commi ee o TIS ROMA 2019 Keywo ds: In elligen T anspo a ion Sys em; Sma Ci ies; Risk Iden i ica ion 1. In oduc ion In elligen anspo a ion sys ems such as anspo elema ics sys ems combine in o ma ion and communica ion echnology and anspo enginee ing, including o he suppo i e sec o s such as economics, anspo heo y, au omo i e enginee ing, e c. The combina ion o hese a eas is designed o imp o e exis ing anspo in as uc u e * Co esponding au ho . Tel.: +420-606-293-326. E-mail add ess: michal.u banek@usi. u b .cz 788 Michal U banek e al. / T anspo a ion Resea ch P ocedia 45 (2020) 787–794 U bánek e al. / T anspo a ion Resea ch P ocedia 00 (2019) 000–000 in o de o inc ease anspo e iciency, sa e y and anspo com o . Se ices, ha a ic elema ics o e s, by sou ce SDT (2018) can be di ided in o se e al le els:  Passenge and d i e se ices  In as uc u e manage se ices  Se ices o anspo ope a o s  Public adminis a ion se ices  Rescue sys em se ices  Se ices o inancial and con ol ins i u ions Connec ing he indi idual se ices, an in o ma ion s uc u e ex ension is c ea ed ha will enable a ic managemen simila o p oduc ion managemen (logis ics). In his case, bene i s will be de i ed no only o anspo elema ics use s, i.e. passenge s, d i e s and ca ie s, bu also s akeholde s in e ms o acili a ing he pe o mance o he s a e anspo policy o mo e p o i able in es men s a egies. In addi ion, he in e connec ion will o e p i a e sec o en y in o anspo in as uc u e. Howe e , he ques ion is whe he his combina ion will only b ing posi i e o nega i e e ec s on anspo elema ics, and whe he hese nega i es can be e ealed be o e he ac ual implemen a ion o elema ics sys ems in o ac ual ope a ion (SDT, 2018). 2. Cu en s a e o implemen a ion Cu en ly, he concep o coope a i e elema ics sys ems (C-ITS) is eme ging in he Eu opean Union, ex ending he basic idea o ITS owa ds mu ual communica ion be ween uni s in indi idual ehicles and anspo in as uc u e (C- Roads Czech Republic, 2018). In o ma ion ans e is acili a ed by wi eless communica ion echnologies such as Wi-Fi, LTE, ZigBee and o he ansmission echnologies ha a e essen ial in he In e ne o Things (IoT). Acco ding o he way o communica ion, C-ITS can be di ided in o he ollowing ca ego ies:  Vehicle- ehicle (V2V)  Vehicle-in as uc u e (V2I)  In as uc u e- ehicle (I2V)  In as uc u e-in as uc u e (I2I) In some cases, ca ego ies V2V and V2I a e ma ked as Ca -X (C2X). C-ITS echnologies ha e al eady been de eloped in esea ch p ojec s and ha e been o a e being es ed in pilo s udies (Da a Linking Vehicles, 2017). Much o he a ic elema ics is al eady s anda dized. ITS Technical Commi ees (ISO / TC 204, 2019) dealing wi h ITS p esen 261 published ISO s anda ds and 82 s anda ds ha a e being de eloped, and among hem co-ope a i e sys ems (C-ITS) s anda ds. Among o he p ojec s, s anda diza ion was suppo ed by COMeSa e y2 (COMeSa e y2, 2010), which used EU-US coope a ion o enhance suppo o he implemen a ion and possible de elopmen o ac i e C-ITS sa e y sys ems. Michal U banek e al. / T anspo a ion Resea ch P ocedia 45 (2020) 787–794 789 U bánek e al. / T anspo a ion Resea ch P ocedia 00 (2019) 000–000 The Ne he lands, Ge many and Aus ia a e pa icipa ing in he Eu opean Union's co-ope a i e sys ems, wo king oge he o c ea e an in e na ional ITS co ido be ween he ci ies o Ro e dam, F ank u and Vienna. Two ITS se ices a e used, namely oadwo k on highway wa ning and p obe da a collec ion, i.e. da a om ehicles (loca ion, speed ec o , accele a ion ec o , wea he condi ions, e c.). All he in o ma ion is ans e ed om on boa d uni (OBU) o a oad side uni (RSU) using 5.9GHz wi eless ansmission (ETSI G5) and hen sen o con ol cen e s whe e in o ma ion is used o wa n d i e s o o dynamically con ol a ic low (Da a-linked ehicles, 2017). This da a low is desc ibed in he ollowing igu e (C-Roads Czech Republic, 2018). In Czech Republic he C-ROADS Czech Republic p ojec (C-Roads Czech Republic, 2018), based on he C-Roads in e na ional pla o m, ocuses p ima ily on ha moniza ion and coope a ion in he implemen a ion o C-ITS in Eu opean Membe S a es. I is no only abou he in oduc ion o C-ITS on mo o ways, bu also on he backbone ansi ou es in ci ies. Speci ically, implemen a ion is cu en ly being acked a six loca ions ac oss he coun y:  P ague Ci y Ci cui (DT0)  B no agglome a ion (DT1)  Ci y o B no (DT2)  Mo o ways D1, D5, D11 and D52 (DT3)  Public T anspo o he Ci y o Os a a and Pilsen (DT4)  Railway C ossings in he Pa dubice Region (DT5) Fig. 1. Da a low o C-ITS (C-Roads Czech Republic, 2018; edi ed by he au ho ) 790 Michal U banek e al. / T anspo a ion Resea ch P ocedia 45 (2020) 787–794 U bánek e al. / T anspo a ion Resea ch P ocedia 00 (2019) 000–000 In gene al, he implemen a ion o ITS sys ems can be di ided in o ou basic phases, he e o e he con ibu ion o indi idual ime phases o he use o se ices being desc ibed in igu e 2. Ini ially, senso ics p obing will be in ol ed ha will send he measu ed in o ma ion o bo h con ol cen e s and d i e s, bu decisions will always be on use s. O e ime, he e will be mo e au onomy and he in o ma ion will be ans e ed be ween ehicles and in as uc u e so ha he OBU o RSU will make o e all managemen decisions. Howe e , i he co ec and imely implemen a ion o C-ITS sys ems is no ensu ed, he sys ems will no be eliable, sa e and he e o e less in e es ing o he public. These ac s could slow down he deploymen o sys ems (Sjobe g, e al., 2017). The ITS se ices (C-ROADS, 2016) ha a e planned o deploymen and es ing (DT) in his p ojec include:  Road wo ks ale s  In o ma ion in ehicle  Vehicle p obe da a  In o ma ion abou slow and s anding ehicles  Wa ning o IRS ehicles  T a ic jam ale  T a ic ligh s iola ion con ol  Public anspo p e e ence  Wa ning o dange ous a eas  Wea he in o ma ion  In o ma ion on ailway le el c ossing Fig. 2. In og aphic o implemen a ion le el and phases (Sjobe g, e al. 2017; edi ed by he au ho ) Michal U banek e al. / T anspo a ion Resea ch P ocedia 45 (2020) 787–794 791 U bánek e al. / T anspo a ion Resea ch P ocedia 00 (2019) 000–000 3. Iden i ica ion o key isk ac o s Iden i ica ion o key isk ac o s helps o iden i y ba ie s o ITS sys ems implemen a ion. I s applica ion is sui able be o e deploying hese sys ems in o ac ual ope a ion. In such a case, i is possible o include a isk ac o in he p ojec in o de o educe he isk ac o . This will acili a e sys em deploymen and inc ease ITS secu i y and eliabili y. A simila app oach has al eady been aken in he CVIS p ojec , whe e non- echnical p oblems ha e been examined ha could c ea e ba ie s o he sa e and success ul deploymen o CVIS i sel , bo h in e ms o isk iden i ica ion and accoun abili y analysis. Using he b ains o ming me hod, a da abase o isks and h ea s has been c ea ed, di ided in o se e al ca ego ies (CVIS, 2009). The case s udy (Bus Ka o 2.0, 2019) on he implemen a ion o ITS in u ban bus anspo al eady highligh s he ac ha poo ha moniza ion be ween he in ol ed pa ies can cause o al ITS collapse and mal unc ion. I also poin s o o he isk ac o s ha may appea when deploying:  Lack o esou ces o ope a ion and main enance  Lack o echnical capaci y o con ol cen e s o analyze in o ma ion  Lack o knowledge o he ci y abou ITS in he p ocu emen o p i a e sec o  Fa o ing low-p iced public p ocu emen a he han quali y ones 3.1. Me hodology This a icle ocuses p ima ily on iden i ying key implemen a ion isks in he a eas o ITS own in as uc u e, sma and non-sma echnology compa ibili y, sys ems knowledge o use s, especially p o essional d i e s, logis ics companies and use s ou side he so-called In e ne gene a ion (iGen). To iden i y isks, he "Wha -i analysis" me hod was chosen, which is an analy ical me hod o iden i ying po en ial isks and assessing po en ial impac s. The me hodology is based on he de ini ion o al eady men ioned a eas o in e es and he de ini ion o a ge in e es s h ough he gene a ion o ques ions and answe s (ISO 31000: Risk managemen , 2018). 3.2. Resul s The esul s a e eco ded in he o m o ques ions and answe s o he ables. These a e di ided in o ou g oups o a eas o in e es :  ITS in as uc u e  Use s – p o essional d i e s  Use s – logis ic companies/ca ie s  Use s ou o iGen The answe s poin o possible impac s in he implemen a ion o indi idual isk ac o s. 792 Michal U banek e al. / T anspo a ion Resea ch P ocedia 45 (2020) 787–794 U bánek e al. / T anspo a ion Resea ch P ocedia 00 (2019) 000–000 Table 1. A ea o in e es s – ITS in as uc u e Wha i ? Answe Wi ed ansmission equi ed by sys ems New in as uc u e cons uc ion equi ed Financial una ailabili y o ci ies Incomple e implemen a ion o ITS (busy sec ions only), insu icien a ic in o ma ion Low eliabili y o sys ems F equen aul s a es, necessa y main enance, economically disad an ages So wa e will o en equi e upda es Ins abili y o he sys ems in he implemen a ion, possibly a compa ibili y e o , a possible educ ion in secu i y Fails o ensu e sys em compa ibili y om di e en endo s C-ITS elemen s connec ion ailu e, sys em will lose coope a ion Insu icien s anda diza ion o deploymen s / elemen s / sys ems Incompa ible sys ems Insu icien p o ec ion agains misuse F equen a acks, possible loss o in o ma ion, misuse o da a and sys ems Poo p ocedu es o implemen a ion Chaos, educed o los sys em unc ionali y Insu icien con ol cen es In alid ecep ion and p ocessing o in o ma ion, sys em o e load C ea ing complex sys ems Poo con ol, managemen , suscep ibili y o di icul o de ec e o s Faul y / inadequa e da a o eal si ua ion In luencing eedback, dynamic guidance Insu icien in as uc u e co e age I ele an s a is ical da a S ong elec omagne ic ields a e c ea ed A ec ing elec omagne ic-sensi i e de ices, signal in e e ence Inconsis ency o elema ics and physical a ic signs posi ion o he d i e in an unce ain si ua ion Table 2. A ea o in e es s – use s (p o essional d i e s) Wha i ? Answe Insu icien aining o d i e s on new sys ems and legisla ion Low usabili y o elemen s and educed sys em e iciency, negligen iola ion o law The d i e elies only on ITS sys ems In places wi hou ITS he d i e loses mind ulness o ex e nal s imuli The d i e does no ely on sys ems a all Reduced ITS e iciency Insu icien p o ec ion o d i e in o ma ion The o pe sonal in o ma ion D i e o ced o use C-ITS Need o aining, economic bu den Low eliabili y o sys ems Reduced ITS e iciency, posi ion o he d i e ha elies only on ITS in an unce ain si ua ion So wa e will o en equi e upda es Financial demands, possible educ ion o sa e y, mo e equen aining Table 3. A ea o in e es s – use s (logis ic companies/ca ie s) Wha i ? Answe Insu icien aining o d i e s on new sys ems and legisla ion Economic bu den, educed ITS e iciency Sys ems will no be cos e ec i e Low elemen usabili y and educed sys em e iciency The ca ie elies only on ITS sys ems Suscep ibili y o sys em ou ages The o ca ie in o ma ion Ma ke abuse Ca ie o ced o use C-ITS Need o aining, economic bu den Low eliabili y o sys ems Reduced wo k e iciency, mo e logis ical demands So wa e will o en equi e upda es Financial demands, mo e equen aining equi ed (d i e s / dispa che s) Table 4. A ea o in e es s – use s ou side in e ne gene a ion Wha i ? Answe Use s o e loaded wi h ehicle in o ma ion (no use - iendly) Wo se ina en ion, acciden a e Re usal o adap , mis us in ITS Low elemen usabili y and educed sys em e iciency Fea o s ealing in o ma ion and acking Low elemen usabili y and educed sys em e iciency Use s o ced o use C-ITS Misuse o sys ems, low amilia i y Low eliabili y o sys ems Rapid loss o con idence in ITS So wa e will o en equi e upda es Misuse o sys ems, low amilia i y Michal U banek e al. / T anspo a ion Resea ch P ocedia 45 (2020) 787–794 793 U bánek e al. / T anspo a ion Resea ch P ocedia 00 (2019) 000–000 The analysis shows ha he isks a ising om he deploymen o C-ITS sys ems a e no only in he a ea o communica ion be ween he componen s o he sys em ha is mos analyzed in he s udies. Howe e , he e a e also isk ac o s o sys em eliabili y, s anda diza ion and ha moniza ion o implemen a ion p ocedu es. In case o insu icien co e age o ITS se ices, da a may be a ec ed, which is comple ely inadmissible a an ad anced s age o au onomy. In he ca ego ies o use s (p o essional d i e s / ca ie s), he isk ac o is missing o insu icien aining o d i e s and dispa che s, which would educe he e iciency o he use o ITS and hence he posi i e impac o hese sys ems. Ano he impo an isk ac o is he p o ec ion o da a and in o ma ion abou bo h he d i e and he anspo company i sel . This is now a key equi emen associa ed wi h he implemen a ion o he GDPR. I is also necessa y o elimina e he possibili y o misuse o acqui ed da a in a ma ke abuse. Fo less expe ienced use s ou side he so- called in e ne gene a ion, isk ac o s can be expec ed o be associa ed wi h ei he use o e load wi h in o ma ion om he ITS o e usal by he use o adap o ITS deploymen . Reducing sys em e iciency can also cause use conce ns abou he o pe sonal da a (as well as p o essional d i e s) and ea o being acked so-called he Big B o he phenomenon (Zu eik, Sal e , 2005). 4. Possible p ecau ion In all he cases men ioned abo e, he e may be se ious complica ions in implemen ing ITS sys ems. This could ul ima ely lead o a slowdown in he de elopmen o hese sys ems and a educ ion in hei use o inc ease anspo sus ainabili y. The lis o isk ac o s implies ha ITS needs o be s anda dized a bo h na ional and in e na ional le els, especially o compa ibili y o indi idual sys ems. The aim should be o c ea e a single ITS sys em o bo h s a es and manu ac u e s and se ice p o ide s. This p ecau ion would consequen ly simpli y he necessa y aining o p o essional d i e s and ca ie s. A key ac o is also ea ly awa eness o o he use s, a ic pa icipan s, wi h a pa icula ocus on less expe ienced use s and use s ou side he In e ne gene a ion. Finally, he uni ica ion o he sys ems would also enable he ITS deploymen p ocess o be ha monized. 5. Conclusion C-ITS is a e y ac ual issue. Mos o he p ojec s deal mainly wi h i s posi i e impac on anspo sus ainabili y and he associa ed imp o emen o se ices o use s. Howe e , he pilo s udies men ioned in his a icle sugges ha ITS sys ems may no always only imp o e he si ua ion when used poo ly. In o de o make he deploymen o ITS sys ems as e ec i e as possible, i is also necessa y o ocus mo e on he associa ed isk ac o s. In his pape , only a na ow a ea o key isk ac o s ha can be e lec ed in he implemen a ion o ITS is men ioned, bo h in he a ea o own anspo elema ics in as uc u e and in he use a ea. Because C-ITS is in he ea ly s ages o implemen a ion, i appea s necessa y o pe o m a comp ehensi e isk analysis o all a ailable pilo s udies ha could al eady be based on quan i a i e analy ical me hods. This analysis could hen be used o c ea e a uni o m ITS isk assessmen me hodology. 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A ailable om: h p://www.czechspacepo al.cz/3-sekce/i s---in eligen ni-dop a ni- sys emy/oblas i- oz oje-i s/da o e-p opojena- ozidla-c-i s/. (In Czech) ISO 31000, Risk managemen , 2018. In e na ional O ganiza ion o S anda diza ion. 794 Michal U banek e al. / T anspo a ion Resea ch P ocedia 45 (2020) 787–794 U bánek e al. / T anspo a ion Resea ch P ocedia 00 (2019) 000–000 ISO/TC 204: In elligen anspo sys ems, 2019. In e na ional O ganiza ion o S anda diza ion [online]. [ci . 2019-03-14]. A ailable om: h ps://www.iso.o g/commi ee/54706.h ml SDT: Sd užení p o dop a ní elema iku [online], 2018. [ci . 2019-03-02]. A ailable om: h p://www.sd .cz/in o.php?id=1. (In Czech) SJOBERG, Ka in, Pe e ANDRES, Teodo BUBURUZAN a Achim BRAKEMEIER, 2017. Coope a i e In elligen T anspo Sys ems in Eu ope: Cu en Deploymen S a us and Ou look. In: IEEE Vehicula Technology Magazine. 12(2), s. 89-97. DOI: 10.1109/MVT.2017.2670018. ISSN 1556-6072. 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