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© 2009 IBM Corporation Unlocking Wireless Performance with Co- operation in Base-Station Pools Parul Gupta, IBM Research – India COMSNETS - Jan 8, 2010
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© 2009 IBM Corporation2 Overview Why Co-operate? Base Station co-operation in present network architecture Pooled Base Station architecture Potential cost savings through pooled BS model for a few scenarios –Interference Avoidance –Interference Alignment –Uplink Macro-Diversity –Efficient handovers Summary and Future work
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© 2009 IBM Corporation3 Why Co-operate? There is demand for supporting many users with high data rates at high mobility. Challenges: –Spectrum is limited: Reuse desirable –For systems with spectrum reuse, capacity is fundamentally limited by interference –With the trend towards smaller cells for reducing transmit power and better reuse, handovers become more frequent Base Stations (BS) can co-operate to –Spatially multiplex many independent data streams on the same channel. Prior work shows increased channel rank for such virtual arrays [1] –Distributed Transmit Beamforming –Interference Avoidance and Interference Cancellation –Load Balancing via joint-scheduling –Reduces latency during handoff, necessary for real-time applications like VoIP and streaming video [1] V. Jungnickel, S. Jaeckel, L. Thiele, L. Jiang, U. Krger, A. Brylka and C.V. Helmolt, “Capacity measurements in a cooperative MIMO network”,IEEE Transactions on Vehicular Technology, vol. 58, no. 5, pp. 2392-2405, Jun 2009.
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© 2009 IBM Corporation4 Co-operation in Distributed Network Architecture Assumption of infinite backhaul not always true –US has 75% copper, 15% fiber and 10% microwave. –Companies like Clearwire are leasing T1 bundles for their new network deployment: 6 T1s per Wimax BS in Manhattan! –Cost increases with each extra T1-line leased: $400 p.m. for 1.54 Mbps Some co-operation schemes might still be possible in the distributed network architecture with limited backhaul Schemes need to be designed appropriately for constraints, e.g. limited co-operation There is a cost associated with communication over the backhaul: whether over a peer-peer BS interface (where exists) or a higher hierarchical element like RNC or ASN Gateway
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© 2009 IBM Corporation5 BS Radio network controller Mobile switch center Service support node Gateway PSTN Access NetworkCore Network Present 2G-3G Wireless Network architecture Service Network SMS/MMS WAP GW 4G Wireless Network with Co-located Base-Station Pools Internet SMS/MMS IMS Content Service Web Service BS cluster Edge gateway Management Server Billing Edge gateway
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© 2009 IBM Corporation6 Base Station Pools eliminate communication costs in co-operation Information resides in a common place, transparently accessible to all BSs Make fine-grained communication possible Co-operation schemes require exchanging high volumes of data in short times become realizable In this work, we estimate the potential cost savings for a few such schemes
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© 2009 IBM Corporation7 Interference Avoidance Capacity of full frequency reuse systems gets limited due to interference, esp. for cell-edge users Interference can be avoided with joint resource allocation and power control, e.g. Fractional Frequency Reuse Less complex, but takes a capacity hit Each BS needs to share its power information with neighbors Cell 1 Cell 2 Cell 3 Full Frequency Reuse System Fractional Frequency Reuse System
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© 2009 IBM Corporation8 Interference Avoidance – Example Communication Cost Relative Narrowband Transmit Power (RNTP) messages specified in LTE specifications can indicate interference in the Downlink Contain a bitmap for each Resource Block (100 per slot in 20 MHz bandwidth) Similarly for Uplink, Interference indicator messages restricted to once every 20 ms to avoid excess overhead
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© 2009 IBM Corporation9 Interference Cancelation Dimensionality of channel matrix with K transmitters and receivers: K 2 For sharing this information with all co-operating BSs, communication cost grows as K 3 Example backhaul calculations are done assuming the complex CSI for the 720 data subcarriers, 10 MHz Wimax channel, fed back every 10 ms Note: Spectrum to feedback CSI to the transmitter potentially an issue. TDD systems can utilize channel reciprocity to estimate downlink-CSI [1] V. Cadambe and S. A. Jaffer, “Interference alignment and degrees of freedom for the K-users interference channel,” IEEE Transactions on Information Theory, vol. 54, no. 8, pp. 3425-3441, Aug 2008 [2] H. Zhang et. Al., “Asynchronous Interference Mitigation in Co-operative Base-Station Systems”, IEEE Transactions on Wireless Communications, Vol. 7, No. 1, Jan 2008 Rather than avoiding interference, co-operating BSs can pre-code the transmitted signals to minimize interference at the receiver –Interference alignment [1] –Asynchronous Interference mitigation [2] More complex because of signal processing Assumes all co-operating BSs have full Channel State Information (CSI) at the transmitter
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© 2009 IBM Corporation10 Uplink Macro-Diversity Macro-Diversity schemes today (e.g. in Macro- Diversity Handover in Wimax) in the uplink rely on selection diversity The extra gains due to Maximal Ratio Combining are untapped due to large amounts of data exchange and computation complexity Example calculation shown for communication cost for 10 MHz Wimax channel, 2:1 DL:UL ratio, 5 ms frame, assuming 3 samples need to be transmitted per subcarrier The amount of data to be transferred over the network is large, even for few quantization bits Base-Station Pools eliminate this communication cost over the network, making MRC realizable h1h1 h2h2 x y1y1 y2y2
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© 2009 IBM Corporation MS Serving BS (#1) Target BS (#2) Target BS (#3) MOB_NBR-ADV MOB_MSHO-REQ BS #2, BS #3 MOB_BSHO-RSP Handover to BS # 2 MOB_HO-IND DL/UL MAP, DCD/UCD RNG-REQ AUTHENTICATION Resume normal operation MOB_SCN-REQ MOB_SCN-RSP RNG-RSP Multiple iterations to adjust local parameters REG-REQ REG-RSP Service interruption duration … RNG-REQ RNG-RSP End Tx/Rx Scan Channel RNG_REQ MOB_ASC_REPORT RNG_RSP CONTEXT TRANSFER Shorter ranging cycle Resume normal operation Faster Handovers with Co-operation
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© 2009 IBM Corporation12 Faster Handovers with Co-operation Handovers can be made faster by –Co-ordination between base stations for ranging –Transfer of static context (service flow, authentication & registration info) and dynamic context (ARQ states, pending data) BS1BS2BS3 Shared MS data Co-located Base Station Pool
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© 2009 IBM Corporation13 Summary and Future Work Co-operation between Base Stations can improve wireless system performance in various ways –Interference Avoidance and Interference Cancellation –Load Balancing via joint-scheduling –Macro-Diversity Schemes –Faster Handovers Fine-grained co-operation becomes possible due to transparent information sharing in Base- Station Pools So far, we have set the motivation for co-operation in BS pools through estimating potential cost-savings. Future work would be to demonstrate working schemes in a BS pool and solve associated issues.
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