CTIA Spectrum Efficiency
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
Energy Efficiency in Cellular Networks
Energy Efficiency in Cellular Networks Radha Krishna Ganti Indian Institute of Technology Madras [email protected] Millions 1G 2G:100Kbps2G: ~100Kb/s 3G:~1 Mb/s 4G: ~10 Mb/s Cellular Network will connect the IOT Source:Cisco Case Study: Mobile Networks in India • India has over 400,000 cell towers today • 70%+ sites have grid outages in excess of 8 hours a day; 10% are completely off-grid • Huge dependency on diesel generator sets for power backups – India imports 3 billion liters of diesel annually to support Cell Tower, DG Set, Grid these cell sites – CO2 emission exceeds 6 million metric tons a year – Energy accounts for ~25% of network opex for telcos • As mobile services expand to remote rural areas, enormity of this problem grows 4 Power consumption breakup Core network Radio access network Mobile devices 0.1 W x 7 B = 0.7 GW 2 kW x 5M = 10 GW 10 kW x 10K = 0.1 GW *Reference: Mid-size thermal plant output 0.5 GW Source: Peng Mobicomm 2011 Base station energy consumption 1500 W 60 W Signal processing 150 W 1000 W 100 W Air conditioning Power amplifier (PA) 200 W (10-20% efficiency) Power conversion 150 W Transmit power Circuit power Efficiency of PA Spectral Efficiency: bps/Hz (Shannon) Transmit power Distance Bandwidth Cellular Standard Spectral efficiency Noise power 1G (AMPS) 0.46 Spectral density 2G (GSM) 1.3 3G (WCDMA) 2.6 4G (LTE) 4.26 Energy Efficiency: Bits per Joule 1 Km 2 Km EE versus SE for PA efficiency of 20% Current status Source: IEEE Wireless Comm. -
Trade-Off Energy and Spectral Efficiency in 5G Massive MIMO System
Trade-off Energy and Spectral Efficiency in 5G Massive MIMO System Adeb Salh 1*, Nor Shahida Mohd Shah2*, Lukman Audah1, Qazwan Abdullah1, Norsaliza Abdullah3, Shipun A. Hamzah1, Abdu Saif1 1Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, Parit Raja, Batu Pahat, Johor, Malaysia. 2Faculty of Engineering Technology, Universiti Tun Hussein Onn Malaysia, Pagoh, Muar, Johor, Malaysia. 3Faculty of Applied Sciences and Technology, Universiti Tun Hussein Onn Malaysia, Pagoh, Muar, Johor, Malaysia. *Corresponding authors’ e-mail: [email protected], [email protected] to multiple single active users (UEs) in same time-frequency resource. The EE and SE cannot be simultaneously optimized. ABSTRACT It is still quasi-concave due to noise amplifier, a large number of antennas, and cost of hardware, which decreases the radio A massive multiple-input multiple-output (MIMO) system is frequency chains (RF) [7]-[15]. A large number of antennas in very important to optimize the trade-off energy-efficiency both linear precoder and decoder are needed to select the (EE) and spectral-efficiency (SE) in fifth-generation cellular optimal antenna to limit the noise with uncorrelated networks (5G). The challenges for the next generation depend interference. In addition, deploying more antennas causes on increasing the high data traffic in the wireless higher circuit power consumption. From the perspective of communication system for both EE and SE. In this paper, the energy-efficiency, the increasing base stations in the cellular trade-off EE and SE based on the first derivative of transmit networks reported that the total consumed energy in the whole antennas and transmit power in downlink massive MIMO network approximately 60-80% [16]-[20]. -
Japan's Smartphone Market
Executive Insights Volume XVIII, Issue 37 Japan’s Smartphone Surge and Its Impact on the Mobile Marketplace After years of trailing the world’s major markets, Understanding Japan’s mobile evolution smartphone penetration in Japan has taken off Japan was among the earliest adopters of handheld technology, bringing to market some of the first camera phones, mobile TVs — and significantly so, rising from just 15% of the and devices with remote email capability during the early part of population in 2011 to more than 75% today, the millennium. The country also launched its own high-speed according to the Communications and Information cellular data service well before other regions, albeit utilizing a set of standards that were different from those used in the rest of the world. Network Association of Japan (see Figure 1). The surge in handheld devices has paved the way for an explosion Figure 1 in mobile application development in recent years, profoundly Smartphone penetration in Japan, 2011-2016 impacting a number of native industries. For example, news PPTΔ (2011-2016)* aggregation apps are expected to surpass traditional news outlets 100 75 in the years ahead, becoming a touchpoint for a broader array of 90 services, including e-commerce, shopping, promotions/coupons 80 84 and more in the process. Additionally, mobile gaming will gradually 70 77 replace home video systems as the preferred gaming platform, 60 leading to increased revenues from in-app gaming purchases. 50 60 40 Not surprisingly, this growth in Japan’s mobile-device market has 30 39 piqued the interest of foreign businesses eager to capitalize on the 20 region’s newfound application fixation. -
Exploring Mobile News Reading Interactions for News App
Exploring mobile news reading interactions for news app personalisation Marios Constantinides1, John Dowell1, David Johnson1, Sylvain Malacria1, 2 1 University College London, 2 Inria Lille London, United Kingdom Lille, France {m.constantinides, j.dowell}@cs.ucl.ac.uk [email protected] [email protected] ABSTRACT Mobile news access perfectly complements the As news is increasingly accessed on smartphones and continuously updating, 24-hour nature of digital news tablets, the need for personalising news app interactions is services. But if users are now never out of range of the apparent. We report a series of three studies addressing key news, they need more than ever for that access to be issues in the development of adaptive news app interfaces. adaptive and personalised. Personalised news services are We first surveyed users’ news reading preferences and already able to help people find news that is relevant to behaviours; analysis revealed three primary types of reader. them, to recommend the right news to the right users, and to We then implemented and deployed an Android news app help users keep abreast of news by aggregation over that logs users’ interactions with the app. We used the logs multiple sources. This adaptivity is achieved through to train a classifier and showed that it is able to reliably several methods [5] including: news content personalisation recognise a user according to their reader type. Finally we by pushing filtered articles predicted to match the user’s evaluated alternative, adaptive user interfaces for each interests; adaptive news browsing by changing the order of reader type. -
Spectral Efficiency in the Wideband Regime Sergio Verdú, Fellow, IEEE
IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 48, NO. 6, JUNE 2002 1319 Spectral Efficiency in the Wideband Regime Sergio Verdú, Fellow, IEEE Invited Paper Abstract—The tradeoff of spectral efficiency (b/s/Hz) versus en- as a synonym of asymptotic optimality in the low-power ergy-per-information bit is the key measure of channel capacity in regime. Using this criterion, Golay [3] showed that (1) can the wideband power-limited regime. This paper finds the funda- be approached by on–off keying (pulse position modulation) mental bandwidth–power tradeoff of a general class of channels in the wideband regime characterized by low, but nonzero, spectral with very low duty cycle, a signaling strategy whose error efficiency and energy per bit close to the minimum value required probability was analyzed in [4]. for reliable communication. A new criterion for optimality of sig- Enter fading. Jacobs [5] and Pierce [6] noticed not only that naling in the wideband regime is proposed, which, in contrast to (1) is achieved if all the energy is concentrated in one message- the traditional criterion, is meaningful for finite-bandwidth com- dependent frequency slot, but also that the limiting rate in (1) munication. is unexpectedly robust: it is achievable even if the orthogonal Index Terms—Antenna arrays, channel capacity, fading chan- signaling undergoes fading which is unknown to the receiver (a nels, noisy channels, spectral efficiency, wideband regime. result popularized by Kennedy [7]). Since only one frequency (or time) slot carries energy, this type of orthogonal signaling I. INTRODUCTION not only is extremely “peaky” but requires that the number of slots grows exponentially with the number of information bits. -
Spectral Efficiency and BER Analysis in 802.16E Standard
Spectral Efficiency and BER Analysis In 802.16e Standard A thesis submitted in partial fulfilment of the requirements for the award of the Degree of MASTER of ENGINEERING in ELECTRONICS AND COMMUNICATION ENGINEERING Submitted by: SHYAM PRATAP SINGH Roll No. 800861013 Under the guidance of: Dr. KULBIR SINGH Assistant Professor, ECED DEPARTMENT OF ELECTRONICS AND COMMUNICATION ENGINEERING THAPAR UNIVERSITY PATIALA-147004, Punjab, INDIA. June 2010 ABSTRACT Spectrum being nature’s gift; needs most wise use of it. OFDM system is an excellent way to utilize the spectrum. OFDM is a parallel data transmission system which promises the high data rate with minimum degradation of the quality of service relative to serial communication techniques. In OFDM, a single channel utilizes multiple sub-carriers on adjacent frequencies. In addition the sub- carriers in an OFDM system are overlapping to maximize spectral efficiency. Ordinarily, overlapping adjacent channels can interfere with one another. However, sub-carriers in an OFDM system are precisely orthogonal to one another. Thus, they are able to overlap without interfering. As a result, OFDM systems are able to maximize spectral efficiency without causing adjacent channel interference. In order to obtain the orthogonality the subcarrier frequencies must be spaced by a multiple of the inverse of symbol duration. Other than spectral efficiency OFDM has many advantages, as immunity to impulse interference, resilient to RF interference, robustness to channel fading, resistance to multipath, much lower computational complexity(collectively, they reduces bit error rate ). Also, WiMAX being one of the standards which is using OFDM, has excellent spectral efficiency but there are no limits for researcher’s, that is inspiration for “spectral-efficiency and BER analysis in 802.16e”. -
5G Vision and Requirements of 5G Forum, Korea
5G Vision and Requirements Of 5G Forum, Korea Prof. Yongwan Park [[email protected]] Feb. 2014 Service Subcommittee Chair 5G Forum, Korea 01 Mobile Communication Trend 02 5G Service Vision 03 5G System Requirement 04 5G Forum, Korea Mobile Communication Trend Smart Super-fast Cost Giga Welfare Infra Devices Hyper Effective Service Demand Explosion Connection Systems Demand x10 ~ x1000 Connecting all Need New Solution Driven by display National wide 5Billion devices derives new to resolve ARPU tech. & Giga knowledge based to business models reduction over networks service for all people 5Trillion CAPEX/OPEX (AR, Hologram, UHD) in need Service Trend • Multimedia Services will Require More and More Bandwidth • Mobile Cloud Services are Growing Rapidly • Augmented Reality/Virtual Reality Services will Become Common • Social Networking Services will be Expanded with Rich Contents • M2M Devices Proliferate & High Data Rate Media-Based M2M Service will Grow • Personalized Services will be Integrated into Daily Life (LBS, u-health) Device Trend Penetration of Smartphone Terminals Device Environmental Trend • The spread of smartphones will continue to rise • Slim & High Resolution, Flexible Display will be worldwide introduced - Traffic share : 44.2%(‘12) → 67.5%(‘17) • Smartphones generate tremendous traffic (compared with feature phones) - Smartphone : 24times ↑, Tablet : 122times ↑ Network Trend Traffic Explosion Status of Mobile Subscribers(Korea) Unit : person 54,514,397 60,000,000 50,000,000 38,160,077 SK 40,000,000 KT 23,993,469 30,000,000 -
Hybrid Adaptive Bias OFDM-Based IM/DD Visible Light Communication System
hv photonics Article Hybrid Adaptive Bias OFDM-Based IM/DD Visible Light Communication System Huandong Hong † and Zhengquan Li *,† Jiangsu Provincial Engineering Laboratory of Pattern Recognition and Computational Intelligence, Jiangnan University, Wuxi 214122, China; [email protected] * Correspondence: [email protected]; Tel.: +86-138-6183-7081 † These authors contributed equally to this work. Abstract: Conventional optical orthogonal frequency division multiplexing (OFDM) schemes, such as adaptively biased optical OFDM (ABO-OFDM) and hybrid asymmetrically clipped optical OFDM (HACO-OFDM), are unable to tap all the resources of the subcarriers and only achieve relatively high power efficiency. In this paper, a hybrid adaptive bias optical OFDM (HABO-OFDM) scheme for visible light communication (VLC) is proposed to improve spectral efficiency and power efficiency. In the proposed HABO-OFDM scheme, different optical OFDM components are combined for transmission at the same time, and the adaptive bias is designed to ensure the non-negativity, as well as obtaining significantly high power efficiency. Meanwhile, the implementation complexity of the HABO-OFDM receiver is notably lower than the conventional superimposed optical OFDM schemes. Simulation results show that the proposed HABO-OFDM scheme outperforms ABO-OFDM and HACO-OFDM in terms of both peak-to-average-power ratio (PAPR) and power efficiency. The PAPR performance of HABO-OFDM is about 3.2 dB lower than that of HACO-OFDM and 1.7 dB lower than that of ABO-OFDM. Moreover, we can see that the Eb(elec)/N0 required for HABO-OFDM to reach the BER target is lower than the other two schemes at the Bit rate/Normalized bandwidth range of 3.5 to 8.75, which means that the power efficiency of HABO-OFDM is higher in this range. -
Business Wire Launches Mobile Alerts: Text-Message Delivery of Press Release Headlines and Links for Mobile Devices
Published on Business Wire Newsroom (https://newsroom.businesswire.com) on 8/1/11 9:20 am EDT Business Wire Launches Mobile Alerts: Text-Message Delivery of Press Release Headlines and Links for Mobile Devices Release Date: Monday, August 1, 2011 9:20 am EDT Terms: Products & Services Dateline City: NEW YORK A wire service first, providing text message alerts for breaking company and organization news NEW YORK--(BUSINESS WIRE)--In another industry first, Business Wire announced the launch of Mobile Alerts, an exclusive offering that delivers breaking company news to smartphones and other mobile devices through text messaging. Mobile Alerts enables Business Wire clients to offer interested audiences the ability to subscribe to receive text message (SMS) alerts to their press releases issued via Business Wire. Text messages include the company name, press release headline and a link to the full-text press release on Business Wire’s mobile news site, m.businesswire.com How it Works Business Wire clients are provided with a mobile alerts subscription landing page that is accessible by both desktop computers and mobile phones. A link to that page is embedded in their press releases and may be used in other platforms to draw in press release subscribers. Journalists, investors and consumers access the subscription page from a computer or mobile device and can easily opt-in by simply providing their SMS-enabled cell-phone number. Subscribers are immediately alerted via text message whenever a press release is issued. “Our clients tell us they want to reach audiences wherever they are—which increasingly is on the go,” said Laura Sturaitis, Executive Vice President, New Media & Product Strategy for Business Wire. -
Increasing Spectral Efficiency in Wifi6 Networks Using OBSS/PD
1 More WiFi for Everyone: Increasing Spectral Efficiency in WiFi6 Networks using OBSS/PD Mechanism Ali Karakoc¸, Mehmet S¸ukr¨ u¨ Kuran, Member IEEE, and H. Birkan Yilmaz, Member, IEEE Abstract This study aims to enhance spatial reuse by using the new features of IEEE 802.11ax WLANs. Since the wireless medium is a shared medium and there may be multiple basic service sets (BSS) in the same vicinity, BSSs may overlap, and interference occurs. In this situation, BSSs cannot transmit simultaneously due to the exposed node problem. The IEEE 802.11ax standard has a couple of mechanisms to resolve these spectral efficiency problems. One of the most effective mechanisms that address these problems is the overlapping BSS preamble detection (OBSS/PD) mechanism. OBSS/PD mechanism uses the color mechanism to distinguish OBSS signals. By using a signal threshold, the mechanism can ignore some of the signals, which cause interference. In this paper, we propose a rate-adaptive dynamic OBSS/PD threshold algorithm that tracks the changes in transmission rate and dynamically adjusts the threshold step by step considering the changes. I. INTRODUCTION HIS paper focuses on the WiFi standard IEEE 802.11ax and its features related to spatial reuse. Among the various features T being proposed in WiFi6, one of them is the OBSS-PD mechanism. In dense environments, if there are overlapping BSSs using the same channels, the traffic belonging to these BSSs must share the channel and contend for access. Before performing the transmission, each node should check whether the medium is in an idle state or not. -
Smartphones As Metamedia: a Framework for Identifying the Niches Structuring Smartphone Use
International Journal of Communication 12(2018), 2793–2809 1932–8036/20180005 Smartphones as Metamedia: A Framework for Identifying the Niches Structuring Smartphone Use LEE HUMPHREYS Cornell University, USA VERONIKA KARNOWSKI LMU Munich, Germany THILO VON PAPE University of Franche-Comté, France This article develops and applies a holistic approach to structure smartphone use. It builds on an understanding of the smartphone as a metamedium containing a multitude of “constituent media” that are applicable in an unprecedented range of contexts. We elaborate on the smartphone’s structure and its uses from two theoretical venture points: an ecological understanding of the evolving media landscape within the metamedium and a mobile phone–centered perspective on differential uses and gratifications of the metamedium as a whole within different contexts. Gibson’s affordance theory permits us to integrate these perspectives to account for smartphone structure and use in terms of niches that emerge out of embodiments and enactments of affordances in varying contexts of use. Keywords: metamedium, mobile communication, theory of the niche, affordance theory, uses and gratifications The smartphone can be understood as the latest manifestation of a decades-old phenomenon: the appearance of mobile counterparts to established stationary electronic devices by which the range of their uses multiplies. This phenomenon has been studied in detail for such preceding technologies as the transistor radio, the portable audio cassette player, mobile game consoles, and the cellular telephone (Goggin, 2010). However, the case of the smartphone as the mobile counterpart to the Internet-connected personal computer goes far beyond its precursors. The range of uses for PCs had already been broader and less clear- cut than that for radios and telephones. -
ENERGY and SPECTRAL EFFICIENCY of VERY LARGE MULTIUSER MIMO SYSTEMS 3 Propagation
Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems Hien Quoc Ngo, Erik G. Larsson and Thomas L. Marzetta Linköping University Post Print N.B.: When citing this work, cite the original article. ©2013 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. Hien Quoc Ngo, Erik G. Larsson and Thomas L. Marzetta, Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems, 2013, IEEE Transactions on Communications, (61), 4, 1436-1449. http://dx.doi.org/10.1109/TCOMM.2013.020413.110848 Post print available at: Linköping University Electronic Press http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-85224 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. XX, NO. X, XXX 2012 1 Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems Hien Quoc Ngo, Erik G. Larsson, and Thomas L. Marzetta Abstract—A multiplicity of autonomous terminals simultane- Recently, there has been a great deal of interest in MU- ously transmits data streams to a compact array of antennas. MIMO with very large antenna arrays at the BS. Very large ar- The array uses imperfect channel-state information derived rays can substantially reduce intracell interference with simple from transmitted pilots to extract the individual data streams. The power radiated by the terminals can be made inversely signal processing [8]. We refer to such systems as “very large proportional to the square-root of the number of base station MU-MIMO systems” here, and with very large we mean arrays antennas with no reduction in performance.