Browsing by Author "Koutsopoulos, Iordanis"
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Item Adaptive Channel Allocation for OFDM-Based Smart Antenna Systems with Limited Transceiver Resources(2002) Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNSmart antennas constitute perhaps the most promising means of increasing capacity in wireless systems by allowing intra-cell channel reuse by several users. The employment of smart antennas at the physical layer raises significant issues in medium access control (MAC) layer. In this paper, we study the impact of smart antennas on MAC layer channel allocation in the presence of limited transceiver resources, where a transceiver is a communication unit that is used to set up a distinct beam. The problem is addressed in the context of Orthogonal Frequency Division Multiplexing (OFDM), which is the predominantly proposed signaling scheme for wireless broadband access. Since a beam can only serve users in different subcarriers, the problems of subcarrier and transceiver assignment are coupled. We propose heuristic algorithms to allocate channels to users, adjust beamforming vectors and assign users and channels in beams, with the objective to increase system throughput and provide QoS to users in the form of minimum rate guarantees. Our criteria for resource assignment and beam formation are based on spatial separability properties of users, beam vector cross-correlations and induced interference to the system. This unified cross-layer approach is shown to yield significant throughput benefits.Item Adaptive Resource Allocation in SDMA-Based Wireless Broadband Networks with OFDM Signaling(2002) Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNThe increasing popularity of wireless broadband access in local and wide area networks is the main expression of the need for flexible and ubiquitous wireless connectivity. In order to satisfy user resource requirements in the presence of volatility of the wireless medium, sophisticated multiple access and adaptation techniques are required, which alleviate channel impairments and increase system throughput. The use of multiple antennas at the base station allows intra-cell channel reuse by multiple spatially separable users through Space Division Multiple Access (SDMA) and hence enhances cell capacity. However, the employment of antennas in the physical layer raises significant issues in medium access control (MAC) layer. In this paper, we investigate the impact of antenna arrays on MAC layer channel allocation in the context of Orthogonal Frequency Division Multiplexing (OFDM), which is the predominantly proposed signaling scheme for wireless broadband access. We propose an algorithm to allocate channels to users based on their spatial separability properties, while appropriately adjusting beamforming weights and transmission rates for each user in a channel. The unified consideration of such adaptive techniques yields significant throughput benefits.Item Carrier Assignment Algorithms in Wireless Broadband Networks with Channel Adaptation(2002) Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNWireless broadband access is an appealing solution to the projected trend towards reliable and easily deployable high-speed connections. In order to enhance system capacity and tolerate volatility of the wireless medium, sophisticated adaptation techniques are required. In this paper, we consider the problem of efficient resource allocation with adaptive modulation techniques in a multi-carrier wireless cellular system. We identify the inherent complexity of the problem and propose a heuristic algorithm for carrier frequency assignment to users, based on channel quality. The algorithm leads to an efficient allocation, in the sense that each user is assigned to a carrier and occupies the least number of channels (timeslots). Simulation results show that the algorithm leads to high link utilization and low blocking rate for a wide range of traffic loads and interference levels.Item Channel State-Adaptive Techniques for Throughput Enhancement in Wireless Broadband Networks(2002) Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNWireless broadband access is becoming increasingly popular in the telecommunications market due to the projected demand for flexible and easily deployable high-speed connections. In order to adhere to the volatility of the wireless medium, the adoption of sophisticated adaptation techniques is required. In this paper, we investigate the problem of enhancing channel throughput by performing resource assignment and reuse with adaptation of physical layer parameters. We propose an algorithm to allocate channels to users with different rate requirements, while appropriately adjusting the modulation level and transmission power, based on instantaneous channel quality. Our algorithm constructs the cochannel set of users in a sequential manner, by utilizing a criterion which is based on the induced and received amounts of interference for a user and the contribution in throughput increase. Although illustrated in the context of TDMA/TDD, the proposed technique can be applied in systems which support different multiple access and signaling schemes with orthogonal channels (e.g. OFDMA, CDMA). Our results indicate a considerable increase in throughput per utilized channel under such adaptive techniques.Item Dynamic Code Assignment and Spreading Gain Adaptation in Synchronous CDMA Wireless Networks(2002) Koutsopoulos, Iordanis; Kozat, Ulas C.; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNDS-CDMA has been recognized as the major candidate for providing high and variable data rates in third generation wireless networks, where multi-code structures and different spreading gains will be employed. In this paper, we address the problem of assignment of variable spreading gain deterministic codes to a set of users, with the objective to maximize down-link system throughput. We propose an algorithm to allocate codes to users with different minimum rate requirements, based on code cross-correlation properties and spreading gains. Our algorithm first constructs an admissible set of codes by using criteria which are based on induced interference to the system and code rates. These codes are then appropriately assigned to users, so that user rate requirements are satisfied. Comparative numerical results for different performance measures of these criteria are also provided.Item Efficient Media Access Protocols for Wireless LANs with Smart Antennas(2002) Ren, Tianmin; Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNThe use of smart antennas in extending coverage range and capacity of wireless networks dictates the employment of novel media access control protocols, with which the base station (BS) or access point (AP) provides access to users by learning their locations. We consider the class of protocols that employ beamforming and use contention-based or contention-free polling methods to locate users residing in or out of coverage range of the AP. Such protocols allow rapid media access and can be embedded in existing MAC protocols.Item Efficient Media Access Protocols for Wireless LANs with Smart Antennas(2003) Ren, Tianmin; Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNThe use of smart antennas in extending coverage range and capacity of wireless networks dictates the employment of novel media access control protocols, with which the base station (BS) or access point (AP) provides access to users by learning their locations. We consider the class of protocols that employ beamforming and use contention-based or contention-free polling methods to locate users residing in or out of coverage range of the AP. Such protocols allow rapid media access and can be embedded in existing MAC protocols.Item Efficient Resource Utilization through Carrier Grouping for Half-duplex communication in GSM-based MEO Mobile Satellite networks(2001) Koutsopoulos, Iordanis; Tassiulas, Leandros; ISR; CSHCNIn the near future, existing terrestrial radio networks are envisioned to integrate with satellite systems to provide global coverage. In order to enable communication for both non-hand-held and hand-held User Terminals (UTs), the radio link design must allow the UT to operate in full- and half-duplex mode respectively, where the latter is desirable when radiation power restrictions are imposed. In addition, sophisticated resource management and diversity provisioning will enhance system capacity and reliability. However, propagation delay caused by the satellite link may lead to inefficient resource allocation and problematic diversity provisioning.In this paper, we address and study the resource allocation problem pertaining to a Medium-Earth-Orbit (MEO) satellite system with half-duplex communication capabilities. Such a system is characterized by large propagation delays, large intra-beam delay variations and inherently poor resource utilization.
We propose a channel classification scheme, where the available carriers are partitioned into classes and each class is associated with a certain range of propagation delays to the satellite. The suggested infrastructure results in higher channel utilization, reduced call blocking rate and efficient diversity provisioning and can be implemented with low signaling load.
Item A Framework for Cross-layer Design of Energy-efficient Communication with QoS Provisioning in Multi-hop Wireless Networks(2004) Kozat, Ulas C.; Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNEfficient use of energy while providing an adequate level of connection to individual sessions is of paramount importance in multi-hop wireless networks. Energy efficiency and connection quality depend on mechanisms that span several communication layers due to the existing co-channel interference among competing flows that must reuse the limited radio spectrum. Although independent consideration of these layers simplifies the system design, it is often insufficient for wireless networks when the overall system performance is examined carefully. The multi-hop wireless extensions and the need for routing users' sessions from source to the destination only intensify this point of view. In this work, we present a framework for cross-layer design towards energy-efficient communication. Our approach is characterized by a synergy between the physical and the medium access control (MAC) layers with a view towards inclusion of higher layers as well. More specifically, we address the joint problem of power control and scheduling with the objective of minimizing the total transmit power subject to the end-to-end quality of service (QoS) guarantees for sessions in terms of their bandwidth and bit error rate guarantees. Bearing to the NP-hardness of this combinatorial optimization problem, we propose our heuristic solutions that follow greedy approaches.Item Handover and Channel Allocation Mechanisms in Mobile Satellite Networks(1999) Koutsopoulos, Iordanis; Tassiulas, Leandros; ISR; CSHCNIn this work we study first handover prediction in non-geostationary mobile satellite networks. The ultimate choice of the transition path depends on UT position and signal strength. We investigate the procedure of beam monitoring and propose UT maximum residence as the criterion for path selection.The UT must operate both in full- and half-duplex mode, the latter being desirable when power limitations are imposed. We propose a scheme that achieves this goal and guarantees efficient diversity provision. Constant delay contours on the earth's surface are defined. The problem of reliable time delay acquisition is addressed, in case synchronization is lost. The SBS solves that either by using the known estimate of UT position or by requesting a measurement report by the UT.
The problem of channel allocation appears in cellular networks of every kind. Calls arising in the cell overlap area have access to channels of more than one base station and may choose which base station they will use to establish connection. In that case the problems of base station and channel assignment arise jointly.
We address the problem in a linear cellular network and aim at the minimumnumber of utilized channels. We present two algorithms: The first one expands Load Balancing in clique populations and is Sequential Clique Load Balancing (SCLB). The second one is named Clique Load Balancing with Inverse Water-Filling (CLB-IWF). In a dynamic environment, we unify SCLB and CLB-IWF into CLB-DA, which comprises Dynamic Allocation. CLB-DA is compared with Least Loaded Routing (LLR) policy and with Random Routing policy. We finally deduce that at light loads CLB-DA outperforms LLR, attaining smaller blocking probability, whereas at heavier loads all three policies converge.
Item The Impact of Space Division Multiplexing on Resource Allocation: A Unified Approach(2002) Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNRecent advances in the area of wireless communications have revealed the emerging need for efficient wireless access in personal, local and wide area networks. Space division multiple access (SDMA) with smart antennas at the base station is recognized as a promising means of increasing system capacity and supporting rate-demanding services. However, the existence of SDMA at the physical layer raises significant issues at higher layers. In this paper, we attempt to capture the impact of SDMA on channel allocation at the media access control (MAC) layer. This impact obtains different forms in TDMA, CDMA and OFDMA access schemes, due to the different cochannel and inter-channel interference instances, as well as the different effect of corresponding channels (time slots, codes or subcarrier frequencies) on user channel characteristics. We follow a unified approach for these multiple access schemes and propose heuristic algorithms to allocate channels to users and adjust down-link beamforming vectors and transmission powers, with the objective to increase achievable system rate and provide QoS to users in the form of minimum rate guarantees. We consider the class of greedy algorithms, based on criteria such as minimum induced or received interference and minimum signal-to-interference ratio (SIR), as well as the class of SIR balancing algorithms. Our results indicate that this cross-layer approach yields significant performance benefits and that SIR balancing algorithms achieves the best performance.Item Resource allocation issues in broadband wireless networks with OFDM signaling(2002) Koutsopoulos, Iordanis; Tassiulas, Leandros; ISR; CSHCNWireless broadband technologies are anticipated to flourish in thenext few years, due to the increasing demand for wireless connectivityand the need to support enhanced services and applications in local-or wide-area environments. The primary goal in a communications systemis Quality of service (QoS) provisioning to users, which depends onprocedures that span several communication layers. Although independentconsideration of different layers simplifies system design, it oftenturns out to be insufficient for wireless networks. Cochannelinterference between users that reuse the limited spectrum and theresulting impact of local adaptation actions on overall network performance impose layer interactions in wireless systems. The purposeof this work is to identify and study some of the issues that arisefrom the synergy between the physical and the MAC layer in the contextof multiple access schemes with orthogonal channels.Using the essential feature of channel orthogonality as a baseline,our approach places emphasis on Orthogonal Frequency Division Multiplexing(OFDM), which is an emerging multiple access and signaling method for futurewireless broadband networks. In OFDM, the broadband spectrum isdivided into orthogonal, narrow-band subcarriers and user symbols aresplit into subsymbols, which are transmitted in parallel over thosevariable-quality subcarriers. OFDM transmission reduces the effectivesymbol transmission rate, simplifies equalization at the receiver andprovides high immunity to inter-symbol interference and delay spread.Furthermore, it defines a framework for flexible adaptation to varyingchannel conditions, by allowing transmission parameter control foreach subcarrier.
We first address the joint problem of channel allocation withsimultaneous adaptation of modulation level and transmission power ina multi-cell OFDM network. We study the impact of those parameters oncochannel interference and channel reuse and present two classes ofcentralized heuristic algorithms to perform the allocation. Next, we focus on a single-cell multi-user system with modulationcontrol and study the problem of subcarrier assignment to userssubject to time resource constraints. We study and compare integral andfractional user assignment, whereby a user is assigned to one subcarrieror can be partially assigned to multiple subcarriers. In addition, weconsider the synergy between link-layer ARQ protocols and physicallayer parameter adaptation. We consider a simple channel monitoringmethod which is based on counting received ACKs and NACKs. For asingle subcarrier, we show that the adaptation policy which maximizeslong-term average throughput per unit time is of threshold type. Wealso expand our policy to the multiple-subcarrier case with similar ordifferent channel qualities.
In the sequel, we study the impact of smart antennas and SpaceDivision Multiple Access (SDMA) on MAC layer channel allocation for a single-cell multi-user system. Our approach encompasses multipleaccess schemes with orthogonal channels, such as OFDM. We first considerthe case of unlimited transceiver resources, where a separate beam canbe formed for each user of a spatially separable cochannel user set ina subcarrier. We present heuristic algorithms to allocate subcarriersto users and adjust down-link beam patterns, transmission powers andrates with the objective to increase total achievable system rate andprovide QoS to users in the form of minimum rate guarantees. Then, we consider the allocation problem forlimited transceiver resources, which arises whenever certainreasons impose limitations on the number of beams that can beformed. We propose meaningful heuristic algorithms to jointly formbeams from corresponding transceivers and assign subcarriers andtransceivers to users, such that the total achievable system rate isincreased.
Item A Unified Framework for Handover Prediction and Resource Allocation in Non-Geostationary Mobile Satellite Networks(2002) Koutsopoulos, Iordanis; Tassiulas, Leandros; Tassiulas, Leandros; ISR; CSHCNEfficient satellite resource management and allocation techniques aim at providing reliable real-time service, taking into consideration the scarcity of resources and the large number of handovers. This paper presents algorithms and modules for accurate satellite and beam handover prediction at the SBS. The call is assigned to that path which provides the highest preference factor. Several alternative solutions for path selection are proposed and evaluated in terms of time consumption and computational intensity.