APPARATUS AND METHODS FOR SELECTIVE INTERFERENCE
MITIGATION
BACKGROUND OF THE INVENTION The present invention relates to communications apparatus (systems) and methods, and more particularly, to interference mitigation apparatus and methods used in communications systems.
Wireless communications techniques are widely used to convey information in voice telephony, paging, data transfer and a host of other applications. One use of wireless communications techniques is in low-power, short-range communications, e.g., communications between devices located within a room, home, automobile passenger compartment, or Qther relatively small area. For example, communications protocols, such as the Bluetooth™ set of protocols and the IEEE 802.11 protocols, have been developed that utilize a portion of the electromagnetic spectrum known as the Industrial-Scientific-Medical (ISM) band, a band of frequencies that are typically used by devices such as microwave ovens and other radio-frequency (RF) heating devices, ultrasonic humidifiers and jewelry cleaners, medical imaging devices such as magnetic resonance imaging (MRI) systems, and a variety of other industrial, scientific and medical equipment. As illustrated in FIG. 1, using such protocols and associated hardware and/or software, devices such as a mobile terminal (e.g., cellular telephone), desktop computer 20, laptop computer 30, printer 40, keyboard 50 and mouse 60 may be interconnected via radio links 5, forming one or more systems or networks, sometimes referred to as "piconets" or "scatternets," over which voice and other information may be exchanged.
A potential problem associated with communications in a system using an ISM band is that such a band is typically used in a loosely regulated fashion by both communications devices and non-communications devices. For example, in the United States, rules established by the Federal Communications Commission "regulate" the ISM band such that no particular user is granted possession of a particular frequency or set of frequencies, as it is envisioned that the ISM band will be used by devices with limited transmit power, making such allocation of the airwaves unnecessary and/or undesirable. Consequently, in a given environment, there is a likelihood that a communications system using the ISM band may encounter
interference from other devices using the ISM band, including communications devices, such as garage door opener transmitters or baby monitors, and noncommunications devices, such as microwave ovens and industrial RF heating equipment. Conventional communications systems that use the ISM band commonly implement some type of interference mitigation scheme to reduce the deleterious effects of interference. For example, the aforementioned Bluetooth™ protocol set specifies use of a frequency-hopping scheme wherein a system of devices switches through a predeteπnined set of carrier frequencies at a predetermined rate to reduce interference, and provides for further interference mitigation through optional use of forward error correction coding. Other techniques, such as retransmission techniques, may also be used to reduce negative effects of interference. However, such conventional interference mitigation techniques may be less effective than desired in the presence of strong in-band interference from devices designed to utilized the same frequency band as the communications system. Accordingly, there is a need for improved methods and apparatus for interference mitigation.
SUMMARY OF THE INVENTION The present invention may meet this and other needs by tailoring the selection of interference mitigation schemes based on comparisons with predetermined interference patterns. According to embodiments of the present invention, selective compensation for interference in a communications system, such as a piconet or scattemet using an Industrial-Scientific-Medical (ISM) frequency band, may be achieved by adapting the interference mitigation scheme applied in the communications system based on known patterns associated with particular types of interference, such as interference patterns typically exhibited by microwave ovens, industrial equipment and communications devices. According to embodiments of the present invention, a communications system, such as wireless communications system, detects interference and changes from a first interference mitigation scheme to a second interference mitigation scheme if the detected interference exhibits a pattern sufficiently correlated with a predetermined pattern associated with a predetermined type of interference, such as the half-cycle pulsed pattern typical of a microwave oven.
According to other embodiments of the present invention, the communications system applies the second interference mitigation scheme according to the predetermined pattern associated with the predetermined type of interference. For example, the communications system may predict an interval of increased interference based on the predetermined pattern, e.g., an interval in which a microwave oven pulse is predicted to be present. The communications system may choose to perform a variety of actions based on the prediction, including foregoing transmission of messages during the predicted interval, changing coding of messages transmitted during the predicted interval, foregoing transmission of messages to a selected device of the communications system during the predicted interval and foregoing use of a selected frequency to communicate messages during the predicted interval.
According to other embodiments of the present invention, a communications system includes at least one communications device operative to communicate via a communications medium. The communications system also includes an interference detector that detects interference in the communications medium. The communications system further includes an interference mitigation controller, operatively associated with the at least one communications device and responsive to the interference detector circuit, that causes the at least one communication device to change from using a first interference mitigation scheme to using a second interference mitigation scheme if the detected interference exhibits a pattern sufficiently correlated with a predetermined pattern associated with a predetermined type of interference. The at least one communications device may include a communications circuit, and at least one of the interference detector and the interference mitigation controller may be operatively associated with the communications circuit. For example, the interference detector circuit may be responsive to the communications circuit to detect interference. According to other embodiments of the present invention, the at least one communications device includes a plurality of communications devices, the interference detector includes at least one interference detector circuit positioned at at least one of the plurality of communications devices, and the interference mitigation controller includes at least one interference mitigation controller circuit positioned at at least one of the plurality of communications devices.
BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a schematic diagram illustrating a system of wireless communications devices according to the prior art.
FIGs. 2-5 are schematic diagrams illustrating communications systems according to embodiments of the present invention.
FIG. 6 is a flowchart illustrating exemplary interference mitigation operations according to an embodiment of the present invention.
FIG. 7 is a schematic diagram illustrating interference mitigation control apparatus according to another embodiment of the present invention. FIGs. 8-10 are state diagrams illustrating exemplary interference mitigation operations according to embodiments of the present invention.
DETAILED DESCRIPTION OF THE INVENTION The present invention now will be described more fully hereinafter with reference to the accompanying drawings, in which preferred embodiments of the invention are shown. This invention may, however, be embodied in many different forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art. In the drawings, like numbers refer to like elements.
Referring to FIG. 2, a communications system 200 according to embodiments of the present invention includes a plurality of communications devices 210, an interference mitigation controller 230 and an interference detector 220. The interference detector 220 is operative to detect interference in a communications medium 240 used by the communications devices 210. The interference mitigation controller 230 is responsive to the interference detector 220, and operatively associated with the plurality of communications devices 210 such that it causes the communication devices 210 to change from using a first interference mitigation scheme, e.g., a first combination of a frequency hopping sequence, error correction coding and message scheduling, to using a second interference mitigation scheme, e.g., a second combination of frequency hopping sequence, error correction coding and message scheduling, if interference detected by the interference detector 220 is sufficiently correlated with predetermined pattern associated with a predetermined type of interference. The predetermined pattern may take the form, for example, of a
pattern, e.g., a pattern generally associated with a known type of device, such as a microwave oven or RF heating device, programmed or otherwise stored in the interference mitigation controller 230,. The predetermined pattern may also be identified in situ, e.g., by processing interference data collected by the interference detector 220 and identifying the pattern therefrom.
The present invention arises from the realization that certain types of interference, such as interference produced in a network using a frequency band that also is used by devices such as microwave ovens or garage door openers, often exhibits behavior that is predictable. For example, a typical microwave oven produces microwave radiation every other half-cycle of the frequency of the AC power line that powers the oven. Similarly, a device such as garage door opener transmitter typically produces interference in bursts of predetermined duration. Other types of interference may also be identified in situ by processing interference data and identifying repetitive patterns therein. Accordingly, improved interference mitigation measures may be adopted that utilize these types of a priori knowledge of interference.
It will be appreciated that although FIG. 2 illustrates application of the present invention to a wireless communications environment, the scope of the present invention is not so limited. It will be appreciated that the present invention is applicable to a variety of types of communications, including, but not limited to radio, wireline and optical communications. Although FIG. 2 conceptually illustrates the interference detector 220 and the interference mitigation controller 230 as separate from the communications devices 210, it will also be readily appreciated that the present invention is not limited to such a configuration. It will be understood that, generally, functions of the communications devices 210, the interference detector 220 and the interference mitigation controller 230 may be implemented in separate devices, distributed among several devices, or combined, all or in part, in a single device.
FIG. 3 illustrates a wireless communications system 300 according to embodiments of the present invention, specifically, a wireless communications system in which interference detection and interference mitigation control functions are integrated into wireless communications devices, here a mobile terminal (e.g., cell phone) 310, a desktop computer 320, and a keyboard 330. As shown, the desktop computer 320 includes functional circuitry 324, such as a central processing unit
(CPU) and display control circuitry. Similarly, the keyboard includes functional circuitry 334, such as control circuits that monitor and control keyboard operations. The personal computer 320 and the keyboard 330 include respective communications circuits 322, 332 that provide radio communications (e.g., provide a radio link between the desktop computer 320 and the keyboard 330) via respective antennas 326, 336. As shown, the communications circuits 322, 332 include interference mitigation related circuits such as message scheduler circuits 323, 333 that control timing of message transmission, frequency hop controller circuits 325, 335 that control carrier frequencies at which messages are transmitted and/or received, and coding controller circuits 327, 337 that control error correction coding and decoding operations. It will be appreciated that the communications circuits 322, 332 may include other interference mitigation related circuits, as well as circuits involved in other aspects of providing a wireless communications interface.
The mobile terminal 310 includes functional circuitry 316, such as radio transceiver circuitry, display control circuitry, and keypad interface circuitry. The mobile terminal 310 also includes a communications circuit 314 that implements a wireless communications interface (e.g., radio links to the desktop computer 320 and the keyboard 330) for the mobile terminal 310 via an antenna 318. The communications circuit 314 includes an interference mitigation controller circuit 311, here shown as including a message scheduler circuit 313, a frequency hop controller circuit 315 and a coding controller circuit 317. The mobile terminal 310 further includes an interference detector circuit 312 that is operative to detect interference in a communications medium in which the communications circuits 314, 322, 332 communicate. The interference mitigation controller circuit 311 is responsive to the interference detector circuit 312 to control the interference mitigation scheme, for example, the particular combination of message scheduling, frequency hopping, and error control coding, applied by the communications circuits 314, 322, 332.
It will be appreciated that the interference detector circuit 312 may operate and be implemented in a number of different ways. For example, as suggested by FIG. 3, an interference detector circuit 312 may be implemented as a standalone circuit, positioned in a particular device, that detects interference in the communications medium used by the communications circuits 314, 322, 332 independently of these circuits. However, it will be appreciated that the functions of the interference detector circuit 312 may also be integrated with other functions of the communications circuits
314, 322, 332. For example, the interference detector circuit 312 may monitor radio communications of the communications circuit 314, and may use such measures as bit error rate estimates, numbers of unacknowledged messages, and the like generated by the communications circuit 314 to detect the presence of interference. It will also be appreciated that the interference mitigation controller circuit
311 may also be implemented in a number of different ways. For example, functions of the interference mitigation controller circuit 311 may be localized within a particular device, e.g., within the communications circuit 314 of the mobile terminal 310, or may be distributed among multiple devices and/or circuits. The interference mitigation controller circuit 311 may also operate in a number of different ways. For example, responsive to detection of interference by the interference detector 312, the interference mitigation controller circuit 311 may analyze the detected interference using analog or digital signal comparison techniques. The interference mitigation controller circuit 311 may compare the detected interference, for example, to a "library" of known patterns that are preprogrammed into the interference mitigation controller circuit 311 and/or which are identified in situ by the interference mitigation controller circuit 311 responsive to interference detected by the interference detector circuit 312. If the comparison indicates sufficient correlation between the detected interference and a pattern associated with a predetermined type of interference, e.g., a half- wave pulsed pattern characteristic of a typical microwave oven or a pattern identified in situ by processing interference detected by the interference detector circuit 312, the interference mitigation controller circuit 311 may selectively implement an interference scheme in accord with the predetermined pattern associated with the predetermined type of interference. For example, the interference mitigation controller circuit 311 may cause the communications circuit 314 to transmit appropriate messages to communications circuits 322, 332 in the desktop computer 320 and the keyboard 330 to cause these devices to, for example, forego transmitting messages during intervals in which interference is predicted to be most intense, to avoid using a particular frequency during such an interval, or to apply a more robust level of error correction coding during such an interval.
FIG. 4 illustrates a wireless communications system 400 according to other embodiments of the present invention, in which interference detection and mitigation control functions are distributed in a different manner than illustrated in FIG. 3. A
first communications device, here a mobile terminal 410, includes functional circuitry
416 such as transceiver, display and keypad circuits. The mobile terminal 410 also includes a communications circuit 414 that provides a wireless communications interface via an antenna 418. The communications circuit 414 includes an interference mitigation controller circuit 411, here shown as including message scheduler circuit 413, a frequency hop controller circuit 415 and a coding controller
417 circuit, operatively associated with an interference detector circuit 412.
A second wireless communications device, here a desktop computer 420, includes functional circuitry 426, such as CPU and display circuits. The functional circuitry 426 is operatively associated with a communications circuit 424 that provides a wireless communications interface via an antenna 428. The communications circuit 424 includes an interference mitigation controller circuit 421, here shown as including message scheduler circuit 423, a frequency hop controller circuit 425 and a coding controller circuit 427. The interference mitigation controller circuit 421 is operatively associated with an interference detector circuit 422.
According to embodiments of the present invention, wireless communications devices, such as the mobile terminal 410 and the desktop computer 420 of FIG. 4, can implement selective interference mitigation in a number of different ways. For example, in devices conforming to a protocol such as Bluetooth™, each of the communications circuits 414, 424 may operate as a master device or a slave device in a piconet or similar system. Accordingly, for example, upon detection of interference by one of the interference detector circuits 412, 422, the interference mitigation controller circuit 411, 421 of one of the communications circuits 414, 424 that is currently serving as "master" may determine if the detected interference is sufficiently correlated with a pattern associated with a known type of interference. If so, the master interference mitigation controller circuit 411, 421 may instruct one or more of the message scheduler circuits 413, 423, frequency hop controller circuits 415, 425, and coding controller circuits 417, 427 to use a new interference mitigation scheme, for example, to implement a new combination of message scheduling, frequency hopping and/or error correction coding. It will appreciated that, in general, the communications system 400 may be viewed as providing individual interference detector and interference mitigation controller circuits in each device 410, 420 of the communications system 400, or as providing interference detector and/or interference mitigation controller circuits that are distributed across multiple devices.
FIG. 5 illustrates a communications system 500 according to other embodiments of the present invention that illustrates how such distributed interference detection and interference mitigation control may be implemented. A first wireless communications device, here a mobile terminal 510, includes functional circuitry (not shown for clarity of illustration), such as circuitry that controls and/or monitors display, keypad, and wireless telephony functions. The mobile terminal 510 includes a communications circuit 514 which provides a communications interface via an antenna 520. The communications circuit 514 includes a processor 518, e.g., a microprocessor, microcontroller, or other data processing circuit, that is operatively associated with a radio transceiver 519 and a memory 516. An interference detector 512 is implemented as software or firmware routine (e.g., a portion of a "software stack") stored in the memory 516 and executed by the processor 518 to control and/or monitor the radio transceiver 519. Similarly, an interference mitigation controller 511 is implemented as a set of software routines, e.g., message scheduling, frequency hop control, and coding control routines 513, 515, 517, stored in the memory 516 and executed by the processor 518. For example, the message scheduling, frequency hop control, and coding control routines 513, 515, 517 of the interference mitigation controller 511 may be operative to cause the processor 518 to compare interference detected by the interference detector 512 with a pattern associated with a known type of interference and, if the detected interference is sufficiently correlated with the pattern of the known type of interference, to cause the processor 518 and the transceiver 519 to change to use of a particular interference mitigation technique. This may include, for example, causing the processor 518 and the transceiver 519 to send appropriate messages to command other devices to use a particular interference mitigation scheme.
A second wireless communications device, here a laptop computer 530, includes functional circuitry (not shown for clarity of illustration), such as circuitry that controls and/or monitors display, keypad, and other functions. The laptop computer 530 includes a communications circuit 534 that provides a communications interface via an antenna 540. The communications circuit 534 includes a processor
538, e.g., a microprocessor, microcontroller, or other data processing circuit, that is operatively associated with a radio transceiver 539 and a memory 536. An interference detector 532 is implemented as software or firmware routine (e.g., a portion of a "software stack") stored in the memory 536 and executed by the
processor 538 to control and/or monitor the radio transceiver 539. Similarly, an interference mitigation controller 531 is implemented as a set of software routines, e.g., message scheduling, frequency hop control, and coding control routines 533, 535, 537 stored in the memory 536 and executed by the processor 538. For example, the message scheduling, frequency hop control, and coding control routines 533, 535, 537 of the interference mitigation controller 531 may be operative to cause the processor 538 to compare interference detected by the interference detector routine 532 with a pattern associated with a known type of interference and, ifthe detected interference is sufficiently correlated with pattern associated with the known type of interference, to cause the processor 538 and the transceiver 539 to change to use of a particular interference mitigation technique. This may include, for example, causing the processor 538 and the transceiver 539 to send appropriate messages to command other devices to use a particular interference mitigation scheme.
Interference detection and mitigation functions of the communications system 500 of FIG. 5 may be implemented in a number of different ways. For example, in a master/slave environment, one of the communications circuits 514, 534, acting as a master, may determine whether interference detected by one or more of the interference detector routines 512, 532 is correlated to a pattern of a predetermined type of interference, and may dictate the appropriate interference mitigation scheme to be applied in the communications system 500. It will appreciated that, in general, the communications system 500 may be viewed as providing individual interference detector and interference mitigation controller circuits in each device 510, 530 of the communications system 500, or as providing interference detector and/or interference mitigation controller circuits that are distributed over multiple devices. FIG. 6 illustrates exemplary operations 600 for providing selective interference mitigation control according to other embodiments of the present invention. A first interference mitigation scheme, for example, a first combination of message scheduling, frequency hopping, and error correction coding, is applied in a communications system such as the communications systems 400, 500 of FIGs. 4 and 5 (Block 610). Interference is detected (Block 620). Ifthe interference is sufficiently correlated to a pattern associated with a known type of interference, such as the half- wave pulsed interference typically produced by a microwave oven, the communications system changes to using a second interference mitigation scheme, e.g., a second combination of message scheduling, frequency hopping and error
correction coding (Block 630). If not, the communications system continues to use the first interference mitigation scheme (Block 610)
It will be appreciated that the operations of FIG. 6 may be implemented in a number of different ways within the scope of the invention. For example, a change in message scheduling may include changing the routing of and/or foregoing transmission of messages during intervals in which interference is predicted to be of higher intensity. For example, a communication system may suspend transmission of messages between devices during an interval in which interference is predicted to be of increased intensity. In other embodiments, if a particular device in a communications system is near a source of interference, the communications system may avoid sending messages to that particular device during a predicted interval of increased interference. Similarly, a change in frequency hopping may include avoiding the use of a particular frequency during a predicted interval of increased interference. A change in coding may include changing to a more robust (e.g., redundant) error correction coding during a predicted interval of increased interference.
FIG. 7 illustrates an interference mitigation controller circuit 720 according to embodiments of the present invention, in which detected interference is compared to a pattern associated with a known type of interference. The interference mitigation controller circuit 720 includes a pattern comparing circuit 724 that is responsive to an interference detector circuit 710. The pattern comparing circuit 724 compares interference detected by the interference detector circuit 710 with a predetermined pattern 726, and controls interference mitigation circuitry, such as message scheduler circuit 723, a frequency hop controller circuit 725 and a coding controller circuit 727, responsive to the comparison. It will be appreciated that interference detector circuit 710 and the interference mitigation controller circuit 720 may be implemented using a variety of hardware, software and combinations thereof. For example, the interference detector circuit 710 and the interference mitigation control circuit 720 may be implemented within a communications circuit, such as the communications circuits 414, 424, 514, 534 of FIGs. 4 and 5.
FIG. 8 is a state diagram 800 illustrating exemplary operations of a communications system according to embodiments of the present invention. In a first state 810, a first interference mitigation scheme is applied. Upon detection of interference, the communications system transitions to a second state 820, in which
the communications system determines the degree of correlation between the detected interference and a pattern associated with a predetermined type of interference. Ifthe interference is insufficiently correlated with the pattern associated with the predetermined type of interference, the communications system transitions back to the first state 810. Ifthe interference is sufficiently correlated, however, the communications system transitions to a third state 830, in which the communications system predicts an interval in which the interference is expected to occur. After this interval is predicted, the communications system transitions to a fourth state 840 in which the system applies the second interference mitigation scheme for the predicted interval.
Upon expiration of the predicted interval, the communications system transitions back to the first state 810, in which it returns to using the first interference mitigation scheme. In some cases, for example, in cases in which the predetermined type of interference occurs as a single event, the communications system may then wait until interference is again detected. In other cases, however, the predetermined type of interference may be periodic in nature, exhibiting intermittent intervals of increased intensity. In such cases, the prediction of an interval of interference occurring in the third state 830 may include prediction of a series of interference intervals, e.g., a series of periodically-occurring intervals. Accordingly, when a next predicted interference interval commences, the communications system may transition from the first state 810, in which the first interference mitigation scheme is applied, to the fourth state 840, in which the second interference mitigation scheme is applied. Upon the ending of this next predicted interference interval, the communications system returns to the first state 810 and again applies the first interference mitigation scheme.
FIG. 9 is a state diagram 900 illustrating exemplary operations of a communications system according to other embodiments of the present invention, in particular, exemplary operations for providing selective interference mitigation in a communications system subject to an interference source, such as a microwave oven, that exhibits a pattern of interference characterized by periodic intervals of increased intensity. In a first state 910, a first interference mitigation scheme is applied. Upon detection of interference, the communications system transitions to a second state
920, in which the communications system determines whether detected interference exhibits a pulsed pattern that correlates with a half-cycle pulsed pattern typical of a
microwave oven magnetron. Ifthe interference does not, the communications system transitions back to the first state 910. Ifthe interference does sufficiently match this pattern, however, the communications system transitions to a third state 930, in which the communications system predicts one or more intervals in which increased interference is expect to occur. For example, in this state the communications system may further analyze the detected interference to determine whether it is correlated to a particular cooking mode, e.g., high-power, medium-power, or defrost, which has a particular duty cycle associated therewith. The communications system may then predict corresponding intervals of increased interference accordingly. After these intervals are predicted, the communications system transitions to a fourth state 940 in which it commands devices of the communications system to implement a second interference mitigation scheme, such as by transmitting appropriate command messages that command devices in the system to use a particular frequency hopping sequence (e.g., to avoid particular frequencies) during a predicted interference interval, to avoid sending messages during a predicted interference interval, and/or to employ a certain type of error correction coding during a predicted interference interval. The communications system then transitions to a fifth state 950, in which it applies the second interference mitigation scheme for the predicted interval. Upon expiration of the predicted interval, the communications system transitions back to the first state 910, in which it returns to using the first interference mitigation scheme. In cases in which a single interference interval is predicted, the communications system may then wait until interference is again detected. In cases in which multiple intervals are predicted, however, the communications system may transition from the first state 910 to the fifth state 950 upon commencement of a next predicted interference interval. Upon the ending of this next predicted interference interval, the communications system returns to the first state 910 and again applies the first interference mitigation scheme.
FIG. 10 is a state diagram 1000 that illustrates exemplary operations according to yet other embodiments of the present invention, in particular, operations in which a communication system applies a different selected interference mitigation scheme depending upon whether detected interference is of a predictable or unpredictable type. A device begins in a normal channel operating state 1010, i.e., a state in which the communications system applies a "baseline" interference mitigation scheme, which may be, for example, a scheme in which little or no interference mitigation is
applied. Upon detection of interference, the communications system moves to a second state 1020 in which it determines whether the detected interference is of predictable type or an unpredictable type. For example, the communications system may compare the detected interference to a pattern of a predictable type of interference to determine ifthe detected interference is sufficiently correlated to the pattern to conclude that the detected interference is of the predictable type.
Ifthe interference is of an unpredictable type, the communications system moves to a third state 1030 in which it transmits messages to devices of the communications system to command use of an interference mitigation scheme appropriate for combating unpredictable interference. For example, the communications system may assume that the unpredictable type of interference is random in character and may, therefore, command use of an interference mitigation scheme suited to compensating for random interference. When the detected unpredictable-type interference is no longer present, the communications system may then revert to the normal channel operation state 1010, e.g., by transmitting appropriate messages to the devices of the system to command a return to using interference mitigation measures appropriate to normal channel operation.
If detected interference is of a predictable type, however, the communications system transitions from the second state 1020 to a fourth state 1040, in which the communications system predicts one or more intervals during which interference can be expected. The system then transitions to a fifth state 1050, in which it transmits messages to devices of the communications system to command use of an interference mitigation scheme appropriate to the predictable type of interference during a predicted interval. When a predicted interval ends, the communications system reverts to the normal channel operation state 1010, e.g., by transmitting appropriate messages to the devices of the system to command a return to using interference mitigation measures appropriate to normal channel operation, hi the case where multiple interference intervals are predicted, the communications system may again transition to the fifth state 1050, applying the predictable-type interference mitigation scheme upon commencement of a new predicted interference interval.
In the drawings and specification, there have been disclosed typical preferred embodiments of the invention and, although specific terms are employed, they are used in a generic and descriptive sense only and not for purposes of limitation, the scope of the invention being set forth in the following claims.