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Vision and Challenges for Realising the Internet of Things

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3 Enhancing European operations with RFID <strong>and</strong> fine-grained<br />

in<strong>for</strong>mation sharing<br />

Over <strong>the</strong> past three years <strong>the</strong> BRIDGE project became a significant hub <strong>of</strong> European activity<br />

on RFID research. Both <strong>the</strong> application <strong>and</strong> <strong>the</strong> technical work packages brought valuable<br />

lessons to European practitioners <strong>and</strong> researchers, helping to define <strong>the</strong> future directions <strong>of</strong><br />

RFID in Europe. The technical work packages delivered next generation technology such as<br />

track <strong>and</strong> trace algorithms, discovery services, security algorithms <strong>and</strong> low cost high read<br />

range hardware. The application work packages trialled RFID in production, supply chain,<br />

retail <strong>and</strong> asset management. Where possible, <strong>the</strong>y made use <strong>of</strong> developments in <strong>the</strong> technical<br />

work packages. Some <strong>of</strong> <strong>the</strong> key learnings from BRIDGE are summarized below:<br />

The modular design <strong>of</strong> <strong>the</strong> track <strong>and</strong> trace analytics framework enabled easy extension to<br />

o<strong>the</strong>r developments in BRIDGE, <strong>for</strong> example anti-counterfeit detection leveraged <strong>the</strong> event<br />

ga<strong>the</strong>ring layer, <strong>the</strong>n added a complex rule system to detect cloned tags, while an high-level<br />

application programming interface was designed to support business-level queries <strong>and</strong><br />

alerting criteria from <strong>the</strong> various business work packages. The pharmaceutical pilot produced<br />

a particularly comprehensive data set, including some interesting features especially<br />

in <strong>the</strong> early stages <strong>of</strong> a pilot while <strong>the</strong> staff were still familiarizing <strong>the</strong>mselves with <strong>the</strong><br />

equipment. These features in <strong>the</strong> data were useful <strong>for</strong> developing some <strong>of</strong> <strong>the</strong> criteria <strong>for</strong><br />

alerting about possible anomalies or deviations in <strong>the</strong> supply chain. Ano<strong>the</strong>r important lesson<br />

was that <strong>of</strong> data smoothing as it was noted that spurious data could alter <strong>the</strong> accuracy<br />

even if some smoothing was done. It is <strong>the</strong>re<strong>for</strong>e advisable to try to first improve <strong>the</strong> physical<br />

installation to improve reliability <strong>and</strong> eliminate spurious reads, ra<strong>the</strong>r than relying only<br />

on <strong>the</strong> algorithms to smooth <strong>the</strong> data.<br />

BRIDGE has contributed significantly to <strong>the</strong> development <strong>of</strong> open global st<strong>and</strong>ards <strong>for</strong> Discovery<br />

services, which will finally enable sharing <strong>of</strong> serial-level in<strong>for</strong>mation within open<br />

supply chain networks. However, <strong>the</strong>re is opportunity <strong>for</strong> fur<strong>the</strong>r development to determine<br />

a viable business model <strong>for</strong> operators <strong>of</strong> Discovery Services <strong>and</strong> also to integrate support<br />

<strong>for</strong> trading <strong>of</strong> serial-level in<strong>for</strong>mation between partners, without incurring significant<br />

transaction costs. Future developments could also see Discovery Services providing support<br />

<strong>for</strong> integration <strong>of</strong> sensor in<strong>for</strong>mation <strong>and</strong> agents; discovery <strong>of</strong> relevant sensor resources<br />

allows ga<strong>the</strong>ring <strong>of</strong> in<strong>for</strong>mation about <strong>the</strong> state or condition <strong>of</strong> each individual<br />

product instance, while s<strong>of</strong>tware agents could assist with automation <strong>of</strong> in<strong>for</strong>mation discovery.<br />

O<strong>the</strong>r key areas that might gain momentum in <strong>the</strong> near future include ad-hoc wireless<br />

networks, semantic tagging <strong>of</strong> entities, <strong>the</strong> mapping <strong>of</strong> digital, virtual <strong>and</strong> real entities,<br />

processing, filtering <strong>and</strong> aggregation <strong>of</strong> data <strong>and</strong> processing <strong>of</strong> data streams in order to improve<br />

quality <strong>of</strong> service.<br />

A key learning from <strong>the</strong> anti-counterfeiting work was <strong>the</strong> importance <strong>of</strong> supply chain data<br />

sharing, since an accurate system is very much based on traceability <strong>and</strong> its automated data<br />

analysis. Although it was difficult to produce a business case <strong>for</strong> deploying an RFID infrastructure<br />

solely <strong>for</strong> <strong>the</strong> combating counterfeiting, anti-counterfeit solutions represent only a<br />

small marginal cost when a company is already committed to deploying RFID <strong>for</strong> o<strong>the</strong>r reasons,<br />

such as efficiency improvements within <strong>the</strong> enterprise or supply chain. Key areas <strong>of</strong><br />

future research in security could be in energy-efficient encryption <strong>and</strong> data protection technologies,<br />

models <strong>for</strong> decentralized au<strong>the</strong>ntication <strong>and</strong> trust, <strong>and</strong> privacy-preserving technology<br />

<strong>for</strong> heterogeneous sets <strong>of</strong> devices. Reducing <strong>the</strong> cost <strong>of</strong> security is key to realization<br />

<strong>of</strong> RFID based systems in <strong>the</strong> supply chain.<br />

The pharmaceutical pilot showed that a combination <strong>of</strong> identification technologies such as<br />

2-D matrix codes, barcodes <strong>and</strong> RFID can co-exist in a supply chain <strong>and</strong> all be used to<br />

achieve unique identification <strong>of</strong> packages. An important outcome <strong>of</strong> this pilot was to highlight<br />

<strong>the</strong> various benefits <strong>of</strong> networked based traceability, as opposed to document-centric<br />

traceability. Prior to BRIDGE, work was already in progress to develop a st<strong>and</strong>ard <strong>for</strong> an<br />

electronic pedigree document that could be appended <strong>and</strong> digitally signed at each step as it<br />

is passed downstream along <strong>the</strong> supply chain with <strong>the</strong> goods. Although <strong>the</strong> EPCglobal Drug<br />

Pedigree messaging st<strong>and</strong>ard satisfies <strong>the</strong> requirements <strong>of</strong> <strong>the</strong> US states introducing pedigree<br />

legislation, <strong>the</strong> approach results in a very asymmetric visibility, with no improved visibility<br />

benefit <strong>for</strong> manufacturers, despite <strong>the</strong>ir cost <strong>of</strong> tagging. It also lacks many <strong>of</strong> <strong>the</strong><br />

benefits <strong>of</strong> a more networked approach to pharmaceutical traceability, such as those demonstrated<br />

in <strong>the</strong> BRIDGE pilot. These include opportunities <strong>for</strong> improved inventory management,<br />

improved downstream visibility <strong>for</strong> manufacturers <strong>and</strong> <strong>the</strong> ability to do rapid <strong>and</strong><br />

selective product recalls.<br />

CERP-IoT – Cluster <strong>of</strong> European Research Projects on <strong>the</strong> <strong>Internet</strong> <strong>of</strong> <strong>Things</strong><br />

151

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