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Another problem with ELFN is that only the TCP sender that triggers the ELFN message is noti ed of the failure; that is, all the other TCP senders that use the same link may not know that their path has failed until they trigger the ELFN message by themselves ADTCP ADTCP [19] is an end-to-end scheme that uses multiple end-to-end metrics to determine the cause of packet losses and allow the TCP sender to react appropriately Classi cation of Connection States ADTCP casts a connection into one of the following states: (1) congestion, (2) channel error, (3) route change, and (4) disconnection ADTCP avoids an erroneous execution of congestion control mechanism when it determines that the packet loss is not caused by network congestion Multiple Metrics ADTCP uses a multimetric technique to identify the reason for packet losses.

The top level relationships among the functional components, ISAPIs and CogAPIs, the Cognition cycle, and radio skills is summarized in Expression 8-2. Expression 8-2 Radio Skills and the Cognition Cycle <Cognition-cycle> <Observe> <Sense> <User/> <RF> <SDR> <Band/> <Mode/> <Environment/> </SDR> <Known/> <Novel/> </RF> </Sense> <Perceive> <User/> <RF> <Connectivity> <GoS/> <QoS/> </Connectivity> <Backup/> </RF> <Scene/> </Perceive> </Observe> <Orient> <Self/> <User/> <Scene/> <SDR-waveform> <State/> </SDR-waveform > </Orient> <Plan> <Information-services/> <Game-theory/> <RF> <Radio-skills> <Physical-access> <Bands> <HF/> <LVHF/> <VHF/> <UHF/> <SHF/> <EHF/> <THz> </Bands> <Modes> <SDR-subsystem> <RF-sensing> <Signals/> <Noise/> </RF-sensing> <SDR-waveforms/> </Modes> </SDR-subsystem> </Physical-access> <Knowledge> <Physical> <Frequency/> <Wavelength/> <Bandwidth/> <Canonical/> <Self> <Transmitter> <Receiver> <Antenna/> <RF-conversion/> <Baseband/>

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The metrics under consideration are: r Interpacket delay difference (IDD) is the delay difference between consecutive packet arrivals r Short-term throughput (STT) is the throughput during a short interval of observation r Packet out-of-order delivery ratio (POR) is the ratio of the number of out-oforder packets to the total number of received packets during a short interval of observation..

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<Bitstream/> <Security/> <Sources/> <Sinks/> </Transmitter> </Receiver> <Channel/> <Path/> <Re ection/> <Refraction/> <Doppler/> <Propagation> <Link-budget/> <2D/> <3D/> <Propagation> <Signal-in-space> <Channel-symbol/> <Multiple-access/> <Stream/> </Signal-in-space> </Physical> <Logical> <Connectivity> <Grade-of-service/> <Quality-of-service/> </Connectivity> <Protocol-stack/> </Logical> </Self> </Knowledge> </Radio-skills> <Collaborate/> </RF> </Plan> <Decide> <User-criteria/> <Regulatory-criteria/> <Resources/> </Decide> <Act> <Radio-skills> <Skill> <Connect> <Transmit/> <Receive/> </Connect> <Transfer-data/> <Disconnect/> <Bridge/> <Skill/> </Radio-skills> </Act> <Effectors/> <Learn> <RF/> <User/> </Learn> </Cognition-cycle> RF support functions of the Observe phase include sensing the radio s band(s), mode(s), and environment (eg, for available backup channels) through the SDR functional component, supported by the CogAPI The RF perception function of the Observe phase interprets GoS and QoS data from the SDR component, also identifying the available backup bands and modes to enhance QoI XG stresses RF environment sensing via the RockwellCollins MBMMR XG sensors [194] As ad hoc networks proliferate, the importance of RF sensing increases.

r Packet loss ratio (PLR) is the ratio of the number of missing packets within the receiving window during a short interval of observation These metrics can be measured end-to-end, without the need for an intervention from the intermediate nodes Identifying the Connection States When a packet loss occurs, ADTCP determines the connection state as follows: If IDD is high and STT is low, the connection is in the congestion state In contrast, if the connection is not congested but POR is high, the connection is in the route change state Similarly, if the connection is not congested but PLR is high, the connection is in the channel error state The disconnected state occurs if STT reaches zero ADTCP improves the performance of TCP by identifying the current connection state, thus allowing TCP to react to packet loss more appropriately ADTCP does not require any feedback from the intermediate nodes.

In the Orient phase immediate RF action mitigates catastrophic <State/> change in a current wireless connection The Observe and Orient phases structure the behavior of current SDR systems, expanding RF sensing, but not fundamentally changing the nature of the radio The Plan phase, however, implements a quantum leap in behavior since the <Self/> knowledge about <User/> QoI and the <RF/> <Scene/> drive <Goals/> in this phase Today s radios don t plan They do what they are told by the user and the host network AACRs plan They sense available spectrum, identify QoI enhancement opportunity, allocate resources, and enhance QoI <Goals/> within <User/> and <RF/> constraints Instead of merely initiating a SDR personality with a xed set of parameters, the AACR s radio skills are more re ned, connecting to evaluate an available mode, but not necessarily using the mode.

It identi es the connection state by using end-to-end measurements only, which allows for the easy deployment of the scheme However, the measurement of IDD requires the use of the TCP timestamp option or the sender to record the sending time of all the outstanding segments, which increases the overhead of the protocol Furthermore, the determination of connection states requires certain metric thresholds to be carefully de ned in order for ADTCP to operate ef ciently 943 Reducing Contention In Section 93, the adverse effects of the inter ow and intra ow contention problems on the TCP performance have been discussed The reason for this is that conventional TCP does not operate its congestion window at an appropriate level The representative schemes that reduce contention and the effects thereof include Congestion Window Limit [12] and Link RED and Adaptive Pacing [4] These schemes are described below.

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