The Internet-of-Things and the relevance of data

I attended the Second IEEE WoWMoM Workshop on the Internet of Things: Smart Objects and Services, which took place last week, on June 4th, in Madrid. The workshop opened with a keynote speech about SmartSantander, a Smart City project that successfully deployed a pilot consisting on different services in the city of Santander, Spain. The main takeaway of the presentation was the big challenge related to the integration of diverse data sources, ontologies and semantics. Such remarks set the trend of the workshop, where data management and aggregation were widely discussed. An interesting work was presented by Bob Ran from TNO, “Virtual Object Access Rights to Enable Multi-Party Use of Sensors” regarding the integration of different Sensors and Actuator Networks (SAN) and the possibility to buy data from already deployed networks instead of duplicating the sensing infrastructure.

The main purpose of the visit was to present our findings in “The M2M Promise, What Could Make it Happen? A Techno-economic Analysis” where we conclude that the proliferation of M2M solutions is not facing technical limitations; instead, solutions and services are largely hampered due to the uncertainty in the generation of value for major players involved in the study. Our message was well accepted, even though we target a highly technical audience, and interesting discussions where held during the remaining conference days.

The day after the workshops opened with a keynote by Mischa Dohler, where many of our findings were reinforced with his experience in trying to get M2M into de real world, not as pilot projects, but as actual services. Strong remarks fell again into the significance of data; how the obsession for privacy and security is only creating barriers in the information sharing, without the proper creation of intelligent data filters. During the presentation it was pointed out that before the huge information exchange takes place, efforts should be focused on M2M solutions that solves issues and gives revenues in the short term, which is exactly the same message that our study conveys.

The feeling after attending to the conference is that data science will only gain more relevance in the upcoming years and it will become a centerpiece of the Internet of things.

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About WCNC 2013 in Shanghai

WCNC 2013 took place in Shanghai this year. There’s a huge interest about energy-efficient networking in the conference and three out of five keynotes are about it. Besides, there’re also two tutorials about it. Besides traditional wireless technologies like radio resource management, hetnet, cooperative communications, there’re also growing interests in relatively new areas like visible light communications, Gigabit WiFi, security, cellular cloud computing, etc. In the conference I chaired a session about Cognitive Radio, trying to find potential solutions of the fundamental problems in CR, e.g. how to identify silent victims etc. However most presentations are more interested in presenting papers. I also presented our recent research result on “energy efficiency in the wideband regime”. A fundamental building block of any communication networks is end-to-end communications. The first step of a global energy-efficient network design is the EE design of end-to-end communications. This paper addresses this issue and provides fundamental understanding about how you should deploy networks (both wired or wireless) and how you should send data in each relay/router. Besides globally optimal solutions are provided. As a first step, wideband regime is considered. Examples include wired communications using copper or fiber optics where the bandwidth is almost infinite and the channel is flat and line-ofsight (LOS) wireless backhaul communications with multigigahertz bandwidth. The technologies proposed can be used in various communication systems, such as the deployment and communication of wired core networks and wireless relay networks, to improve their energy efficiency. Regarding the narrow band generic case, well, it’s also done and should be published very soon … The next step should be a generic understanding of 2D network topologies.  

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Innovation never stops…

Attending Johannesberg Summit 2013 has been such a great experience. Here’re some interesting observations.

What is 5G? When is 5G? Most speakers have talked about their views about 5G and it looks almost sure that 5G will be something exciting ( Gerhard P. Fettweis – TU Dresden – The Tactile Internet,  Lauri Oksanen – Nokia Siemens Networks – Your Gigabyte a day,  Chih-Lin I – China Mobile – A peek at 5G, etc.) No delay, cost efficient, numerous connections, high speed, and so on …. A question that remains open: what’s the fundamental enabling technology?  Let’s take a look at the enabling technologies of existing generations and how long it takes for technologies to be accumulated for each generation:

1985, 1G: analog. AMPS etc. (first wireless telephony 1905, 80 years.)

1992, 2G: digital, TDMA/CDMA etc. (from Shannon, 1948, to 1992. 44 years)

2002, 3G: multimedia, WCDMA etc. (De-Rosa-Rogoff defined the direct sequence spread spectrum

method in 1950, 52 years)

2012, 4G: upgraded form of 3G, rich multimedia, MIMO+OFDM, etc.( 1970,  A.R. Kaye and D.A. George, MIMO; 1970: OFDM, Robert W. Chang. 42 years)

While each generation takes around 10 years to be standardized, it takes more than 40 years of fundamental research to accumulate sufficient technologies for each generation. Utilization and commercialization of research results are getting faster and faster because of the ubiquitous availability of information and the exponential growth of information exchange rate.

An immediate example is given by Lauri Oksanen in his talk “Your Gigabyte a day”. The standardization time of different Gs:

LTE: 7 YEARS

wcdma: 11 YERS

gsm: 12 YEARS

Now after standardizing 4G, have we used out all technologies we have obtained so far? If so, will future innovations also grow exponentially? The bottleneck soon may no longer be channels, but human brains. So are existing technologies sufficient enough to support our demand? Or if we have used out all technologies accumulated so far, shall we be a little bit more patient for our brains to generate some new results? So when will be 5G? And who will be the main contributors?

Another interesting trend is the cellular network is getting more and more centralized (Chih-Lin I – China Mobile – A peek at 5G, Pranav Mehta – Intel Corporation – Building the Software Defined Infrastructure, etc). If you question the complexity, watch Pranav Mehta’s talk and you will be relieved. When we apply Moore’s law also in network computing, all complexity issues will be solved, sooner or later. Then there would be many new research opportunities.

All the talks is to be found at the Johannesberg Summit webpage.

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The rise of mobiles… and the irrelevance of Microsoft?

Business Insider reports that Apple analyst Benedict Evans of Enders Analysis will be giving a presentation May 29 at the BookExpo America convention in New York. It’s has the provocative title “Mobile is eating the world” and is on the rise of mobile and what it means for the industry. There are plenty of charts like the one on the right that should be interesting (and terrifying) to the conventional PC-based industry. Not surprisingly Tablets and Smartphones are both on the steep rise, where as most other IT products are stagnant. Tables are mainly iPADs, Smartphones are mainly Samsung’s Androids in volume, Samsung leads in revenues, whereas Apple is making the most profit.

Read more: http://www.businessinsider.com/heres-an-excellent-presentation-about-the-rise-of-mobile-and-the-massive-implications-2013-5?op=1#ixzz2UWnE8BIR

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WiFi vs 4G test – shocking outcome?

The Advanced Wireless Technology Group (AWTG), in early 2013 undertook an indoor and outdoor testing of the quality of experience of the four major UK networks in Central London, including a recently-launched LTE service operating at 1.8 GHz. Telecom TV reports that:

“The quality of experience with static web browsing showed rough parity between WiFi and LTE. But AWTG also undertook a static FTP uplink/downlink test to measure throughput performance. WiFi beat LTE on the critical downlink performance but lost out to LTE on uplink”.

(Read the full Telecom TV article and more technical info from AWTG)

Interesting data indeed, but how conclusive is it ? I would say that such a test says more about our perception of the service and how we adapt to it, rather than saying so much about the technical performance. It seems to be more important that the service works really well when its actually available (typical for WiFi), than that it works decently everywhere (typical for LTE). WiFi may have “spotty coverage”, but in indoor environments, the (indoor deployed) has a huge performance advantage over the outdoor deployed LTE systems (that has to penetrate the walls). Have we adapted so much that we accept to move to an area were WiFi coverage is good?

Watch also the discussion after Lauri Oksanens talk “Your Gigabyta a Day” (27min in) on these issues in the Johannesberg Summit

 

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5G still in the making

The Johannesberg Summit turned out as a great success. As expected, the impressive list of speakers delivered a number of interesting analyses and opinions on where the Wireless Industry is (or should be) heading. Key bottleneck problems are that should come in the spotligth of research were identified – as well as a number of “non-issues”. Some highlights (as I see them):

  • M2M – communication seems to be the least problem as we are rapidly converging to very few standards – WiFi and Cellular are actually the main bets, not because they are necessary very efficient, but because they are becoming “dominant design”. The main players are not really the telcos but the system integrators. A more challing scenario was presented by Gerhard Fettweis – the “tactile l internet“, i.e. how can we manage to build networks that are capable of handling real-time control at the ms-level.
  • Cellular architecture – most of the participants made the analysis that 4G/LTE is capable of handling most of the wide area traffic increase that we can forsee in the next years. The debate raged more about what to do in hot-spots were the vast majority of the users are. Is it centralized solutions (C-RAN) with primarily outdoor micro/picocells that will save the day , or has the bulk of the traffic carried by indoor solutions ? In the latter case, what should these look like and who will operate them ? To what extent is WiFi the solution – and will operators be let in into this party as more and more facilities owners deploy their own networks ? The challenge is this domain remains efficient solutions for IP-level mobility.
  • Spectrum – does to be a “management” problem. With 1 GHz below 6 GHz for mobile/local wireless access available, there seems to be plenty of spectrum for the next decade, if we play our cards right (i.e. do more indoor/shortrange solutions rather than outdoor). There is, however, still a lot of “handiwork” to be done in the ITU in the short term perspective to make sure that the transition of spectrum from antiquated single-purpose (“one-trick-pony”) systems to general purpose (e.g. IP access) system continues. From the spectrum debate, it seems more and more obvious that “Cognitive Radio” for cellular access, in particular “TV-White Space”, remains dead. Why invest in a complex new technology with uncertain benefits, when the UHF-spectrum is gradually going to be licensed for mobile IP-access in the coming decade anyway?

Missed the live webcasts ? Watch all the plenary talks from the summit on our Youtube channel. The Summit website will soon be updated with photos and with interviews with the participants.

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Where the worlds research leaders in wireless meet…

The 2013 Johannesberg seminar brings together wireless/mobile industry CTOs and R&D leaders with leading academics to probe into the future of wireless. The ”summit”, is a high-level, but informal meeting place, in a relaxed retreat-style setting at Johannesberg Estate around 50km north of Stockholm, Sweden.

The aim is to create an annual forum to discuss trends, ”what’s hot and what’s not”, that may influence to long range developments of the Industry. The seminar complements traditional scientific conferences with a stricter technical/academic touch and trade-shows with short-range, product-oriented presentations. The seminar aims at discussing The “Future of Wireless” with a broad perspective on services, technologies, policies and business models that may have an impact in the long-range evolution of the industry.

The turnout of top-notch participants has been great as can be seen in the list of exiting speakers and participants. Although the seminar is “by invitation only”, most of the talks in the workshop will be available to the general public through webcasts that also will be available after the workshop. There will also be short summaries of the non-public panels in the form of short interviews with the panelists. Read more on the Summit Web page for more information.

The event is a joint endeavor between Ericsson and Wireless@KTH, the center for Wireless Systems at KTH Royal Institute of Technology. Ericsson and KTH have a long-standing collaboration not only in Wireless Technology but also in various Foresight activities, where the objective has been to identify key techno-socio-economic trends and technical bottleneck problems for long-range research and product development. Examples of such activities are Wireless Foresight (http://www.amazon.com/Wireless-Foresight-Scenarios-Mobile-World/dp/047085815X) in 2003 and Mobility Foresight (http://www.wireless.kth.se/pubications/21-public-internal-reports/112-mobility-foresight-in-short) in 2011.
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Ofcom invites industry to do TV White Space Trials

ofcomOfcom is inviting industry to take part in a pilot test to evaluate the feasibility of using TV White Spaces spectrum utilizing geolocation data base based  access. The envisaged commercial applications are broadband access for rural communities, Wi-Fi-like services (primarily indoor one would guess) or new ‘machine-to-machine’ networks..  The test is intended to take place in the autumn.. The exactlocations for the trials will be chosen at a later time when the participants are known. Upon successful outcome of the trials, Ofcom expects commercial services to commence in 2014.

Read more

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Riding the Data Tsunami in the Cloud – Myths and Challenges in Future Wireless Access

In this overview article in the March 2013 edition of IEEE Communications Magazine, Jens Zander (Wireless@KTH) and Petri Mähönen (RWTH Aachen University) note that data rates of mobile communications have increased dramatically during the last decade. The industry predicts an exponential increase of data traffic that would correspond to a 1000-fold increase in traffic between 2010 and 2020. These figures are very similar to ones reported during the last Internet boom. In this article, the realism of these assumptions are assessed. The authors conjecture that wireless and mobile Internet access will emerge as a dominant technology. A necessary prerequisite for this development is that wireless access is abundant and becomes (almost) free. A consequence is that the projected capacity increase must be provided at the same cost and energy consumption as today. In the paper, the authors explore technical and architectural solutions that have realistic possibility to achieve these targets. The question is posed if Moore’s law, which has successfully predicted the tremendous advances in computing and signal processing, will also save the day for highspeed wireless access. The authors argue that further improvements of the PHY layer are possible, but it is unlikely that this alone provides a viable path. The exponential traffic increase has to be matched mainly by increasing the density of the access networks as well as providing a modest amount of extra spectrum. Thus, the future research challenges are in designing energy- and cost-efficient short-range architectures and systems that support super-dense deployments. A non-technical complication is that such infrastructures are likely to lead to highly fragmented markets with a large number of operators and infrastructure owners.

Readers are referred to: J. Zander, P. Mähönen, “Riding the Data Tsunami in the Cloud – Myths and Challenges in Future Wireless Access“, IEEE Communications Magazine, Vol 51, Issue: 3 (March 2013), pages 145-151

 

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Some Observations in Globecom 2012

I also attended Globecom this year in Anaheim, CA, on Thu and Fri and mainly focused on following the recent advances in energy-efficient network designs.

On Thur morning, I presented a research paper about Energy-Efficient MU-MIMO in the “Energy Efficiency in Access Networks” session and listened to several other presentations.  The research results presented in this session covered issues from PHY layer all the way up to network deployment, which is expected as energy is consumed by protocols of all layers. While most of them are based on well-known ideas like dynamic/static BS management, power allocation, sleep mode, etc, there’re some interesting new concepts. For example, the sleep mode can be improved to consider the QoS (though I’m questioning if a device is sleeping, who will care about the QoS… ).  A student from Cioffi’s group presented a paper about intelligent power save mode design for devices connected to 802.11 WLAN. The battery life can be improved more than 1/3 especially when the packet arrival rate is low and the packet idle durations are long. It shows a good way to go when we consider connecting IoT devices through WLAN.

On the afternoon, I chaired a session, together with Oliver Blume from Bell Labs, on Green Cellular Wireless Communications. This session was even more interesting. There’re many new ideas about what we can do to save energy consumption for cellular networks. For example, energy-efficient beamforming, EE femtocell power optimization, utilization of stochastic geometry, and dynamic system bandwidth management. The interests came from both academia and industry and there were lots of questions/discussions in this sessions. The presentation by Oliver was especially interesting (slides attached below). He showed that by adapting the system bandwidth and # of operating circuits according to traffic load, a significant amount of energy can be saved.  The difficulties however lie in the design and implementation of adaptive hardware, which were unfortunately not discussed. This is one way to go, but definitely the only one. We should pursue more better solutions.

Globecom_2012_OliverBlume_clean

Friday was for tutorials and there were some good ones. For example, “Interference Alignment: State of the Art” by Syed A. Jafar and “Opportunistic Communication: Unified View and New Applications” by Aria Nosratinia, both cover the respective areas very well. However after some offline discussions, it seems the interference alignment doesn’t gain much momentum in industry because of the high complexity in the implementation. But will complexity always be a bottleneck? We have Moore’s law…

On Fri afternoon, I presented a tutorial about Joint PHY-MAC Design for Spectral- and Energy-Efficient Wireless Networks. This tutorial summarizes  spectral and energy efficient communication technologies for both individual  and multi-user networks.

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