WO2005006668A1 - Ad hoc communications system - Google Patents
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- WO2005006668A1 WO2005006668A1 PCT/GB2004/001999 GB2004001999W WO2005006668A1 WO 2005006668 A1 WO2005006668 A1 WO 2005006668A1 GB 2004001999 W GB2004001999 W GB 2004001999W WO 2005006668 A1 WO2005006668 A1 WO 2005006668A1
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W40/00—Communication routing or communication path finding
- H04W40/02—Communication route or path selection, e.g. power-based or shortest path routing
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L45/00—Routing or path finding of packets in data switching networks
- H04L45/02—Topology update or discovery
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W84/00—Network topologies
- H04W84/18—Self-organising networks, e.g. ad-hoc networks or sensor networks
- H04W84/22—Self-organising networks, e.g. ad-hoc networks or sensor networks with access to wired networks
Definitions
- This invention relates to ad hoc networking applications, in which a number of communications devices co-operate to form a communications network.
- a number of communications devices co-operate to form a communications network.
- the communications devices form nodes of a wireless network, allowing data to be relayed from an originating communications device to a destination communications device, by way of other communications devices.
- Such devices have a number of applications in circumstances where the communications devices are likely to be moving in unpredictable ways.
- a particular application scenario is a sensor network, in which data is collected from a network of mobile sensor devices, each of which is capable of taking measurements and relaying packets of data.
- Such devices are used by scientists taking measurements of the behaviour of the atmosphere, the sea, ice caps, lava flows or wildlife.
- the environments in which such devices are required to operate often have measurement points widely dispersed in both space and time. Some of the environments are hostile to human life. In some applications, such as the study of animal behaviour, human intervention could compromise the data. For these reasons the devices must be capable of operating autonomously, and transmitting the data they collect to a more convenient point using a wireless medium such as radio or sound. Moreover it is not usually possible to provide a continuous power supply, so the useful life of a device is primarily constrained by battery life.
- ad hoc networks can be made up of wireless laptop computers or mobile telephones in close proximity to each other.
- Military personnel, police or other emergency services could also use the invention when attending an incident where there are insufficient channels for all the users to communicate directly with the fixed base stations provided in the vicinity.
- more conventional communication devices could become part of ad hoc wireless networks, exploiting short range transmissions and device relays towards an identified base station, or fixed network device.
- Many ad hoc routing protocols have been devised. Some of the most widely known are:
- DSDV maintains a routing table listing the next "hop" for each reachable destination. Routes are tagged with sequence numbers, with the most recently determined route, with the highest sequence number, being the most favoured. There are periodic updates of routes and sequence numbers.
- TORA discovers routes on demand and gives multiple routes to a destination. Route query and update packets are sent for each destination. Although routes are established fairly quickly, there are often routing loops, leading to dropped packets.
- DSR uses source routing, rather than hop-by-hop routing, so each packet has a complete route, listed in its header. This protocol uses route discovery and route maintenance, with nodes maintaining caches of source routes that have been learned or overheard. AODV combines route discovery and route maintenance with hop- by-hop routing.
- Route request packets create reverse routes for themselves back to their source devices. "Hello" messages are periodically transmitted by the devices, so that neighbours are aware of the state of local links.
- J Broch, DA Maltz, DB Johnson, Y-C Hu ("A Performance Comparison of Multi-Hop Wireless Ad Hoc Network Routing Protocols", Proceedings of the Fourth Annual ACM/IEEE International Conference on Mobile Computing and Networking, Mobicom '98, October 1998, Dallas, Texas), has shown widely differing results in the size of routing overhead. The total overhead is greatest for TORA, and becomes unacceptably large for a network size of thirty source devices.
- all of these prior art protocols require large processor and memory capacities, and their protocols do not take account of the energy usage required.
- Adaptive energy-conserving routing for multihop ad hoc networks Tech. Rep. 527, USC/lnformation Sciences Institute, Oct. 2000
- the assumption here is that the underlying routing will be based on conventional ad hoc routing protocols such as the AODV system already discussed.
- Sensor networks typically would require a lighter weight approach to routing, where decisions are based on information from immediate neighbours only, and this knowledge needs to be conveyed succinctly, ideally as part of the packet headers for the actual data to be collected.
- payload data is used to mean the useful data which it is desired to transmit, as distinct from overhead data used to control routing of the payload data. Note that there is some degree of overlap between the two types of data: for example the position of the device is necessary for routing purposes, but is also likely to be an important part of the information collected by the sensor for example in the study of ocean currents or animal migratory behaviour.
- a mobile data wireless relay device having receiving means for receiving payload data from a data source, a buffer for storing payload data for subsequent transmission, means for receiving status data from similar devices, status data generation means for generating status data, the status data being derived from the quantity of data in the buffer store and the status data received from other devices, and comprising data relating to the position of the device, the quantity of data in the buffer store a scalar forwarding value ( ⁇ ) and a forwarding direction, status transmitter means for transmitting status data to other devices selection means for identifying from the status data a receiving device to which the payload data is to be forwarded, the receiving device being located in a position indicated by the forwarding direction, payload transmission means for transmitting the payload data to the receiving device.
- the wireless relay device may include means for receiving payload data transmitted by other similar devices, or it may be associated with a data source such as an environmental sensor. Preferably it can perform both functions. Note that some data, for example position data, may be both payload and status data.
- the selection means may be arranged to only identify a suitable receiving device if the scalar forwarding value meets a threshold criterion
- the device may include condition-monitoring means for monitoring the expected lifetime of the device, and adjusting the scalar forwarding value accordingly.
- the wireless relay device defines a positive node and a negative node, the nodes being spaced apart by a distance determined by the amount of data stored in the buffer, the positive node being assigned a positive value for an attribute q and the negative node being assigned a negative value for the attribute q, equal in magnitude to that assigned to the positive node
- the wireless relay device has means for receiving data broadcast by similar wireless relay devices identifying the position data and attribute values of nodes defined by the similar wireless relay devices, means for generating forwarding position values for the positive and negative nodes based on the attribute values of its own nodes and the positions and attribute values of the nodes defined by the neighbouring devices, means for transmitting the forwarding position data and attribute values to similar wireless relay devices means for transmitting payload data to devices that are in the general direction of the forwarding position of the negative node.
- the devices to which payload data is to be transmitted may identify themselves by any suitable means, such as individual call signs.
- the position data of the nodes will identify which devices are in the appropriate direction.
- payload data will be received by a device according to the invention from similar devices, which will have identified it as being in the general direction of their own negative nodes.
- the positions of the positive and negative nodes are determined by determining the position in which the aggregate value of the products of the attribute values of each node with each node of one or more neighbouring devices, and some arithmetical function of the distance between them, is a minimum or maximum. In the embodiment to be described, the simple reciprocal of the distance is used.
- the spacing between the positive and negative nodes defined by the device is preferably on a similar scale to, but not larger than, the transmission range of the device.
- the payload data may be received from another similar device, or generated by the device itself.
- Some or all of the wireless relay devices may therefore comprise data gathering equipment for generating new data for transmission.
- each data collection device can also act as a wireless relay devices to retransmit data received from other such devices.
- the scope of the invention does not exclude the presence in the network of some devices that can only transmit data to other devices. Any such device would act as a "source” or "negative sink", and would be defined by a single node with a negative attribute q.
- Devices capable of interacting with the wireless relay devices may also be provided, capable only of reception.
- Such a device acts as information "sinks", and would typically be used as the interfaces between the mobile data gathering network and the fixed data- processing system.
- a device is represented as a single node having a positive attribute value q.
- the sinks are allocated the maximum attribute value q, and the mobile devices have attribute values whose magnitudes are sub-maximal.
- a pair of devices, acting in isolation, would tend to align their node pairs such that all four nodes (three nodes if one of the devices is a source or a sink) define a straight line, with the negative node of one of the devices adjacent to the positive node of the other.
- the wireless relay devices therefore define a preferred direction for payload data to travel, namely from the negative node of one device towards the positive node of another. If one imagines a line of devices with a sink at one end, the device closest to the sink can express the direction of the sink from itself by the alignment of its positive and negative nodes. The next device in the line may be too far from the sink to be able to transmit directly to it, but can align its node pair with the forwarding direction of the device closest to the sink.
- the local forwarding direction is chosen to be the sum of all the alignment influences from its nearest neighbours. The orientation which produces the optimum value is defined as the local forwarding direction. Note that this takes into account not only the position and alignment of devices to which data may be sent, but also of those from which it may be received.
- a forwarding trigger value is calculated, to determine whether payload data should be forwarded.
- This trigger value determines whether a chain has been formed, and therefore whether it is worthwhile to forward data.
- This computation depends on the use of a further attribute, ⁇ , which is essentially a variable part of the attribute value q, and depends on the proximity, and attribute values, of neighbouring devices.
- battery level is used as a further determinant, to ensure that devices whose batteries are depleted forward their data with greater urgency than those with more battery life remaining. Simulation results show that setting a trigger level delivers a significantly higher proportion of data back to the sinks than a method that relies only on forwarding towards the nearest sink.
- the devices have no information about whether they are in fact in a chain leading to a sink - they simply pass data to a neighbour if certain conditions are met. As the devices are mobile, from time to time they may find themselves at locations from which no viable chain can be defined towards a sink. In such cases data can be stored in their buffers until communication is re-established. Since the attribute value q is determined by the size of the buffer (or by the available space in the buffer), one device having a full buffer may forward data to another device having more space, even though the receiving device is currently unable to forward it. This makes more space available in the buffer of the transmitting device, allowing it to collect more data either from other devices or from its environment. The receiving device would retain the transferred data until it in turn can forward it.
- the wireless relay devices may use directional antennas for transmission and reception of data signals.
- the antennas would have to be of relatively wide beam width. This could be achieved using a multi-sectored antenna with an integrated beam-forming and switching circuit that allows the antenna to form a number of discrete beams, which can be selected individually or in groups to transmit and receive in a specific direction, or can all be combined to provide omni-directional coverage. It would then be possible to determine the direction of send signal, as long as devices had a reference direction (digital compass). Such a system would not require mechanical rotation (with the consequent power and wear implications) However, although such antenna arrays are commercially available, they are currently too large and expensive for the cheap devices envisaged.
- each wireless relay device has an address code to which data intended for that device should be sent.
- This address code may be a digital code, for example a CDMA chopping code. It may instead be a radio frequency or time slot allocated to that device on which it will listen out. Each device broadcasts its address code as well as its position and other attributes. Thus any neighbour selecting it, according to its direction and distance, as a target to which payload data should be transmitted can identify it by specifying its address. Each device is arranged to only receive data directed to its own address. Given that battery power considerations impose a relatively limited transmission range on the devices, addresses may be duplicated provided that the probability of two duplicate addresses occurring within range of a single transmitting device is low.
- a network of wireless relay devices comprising a plurality of mobile wireless relay devices capable of receiving payload data, and each having means for identifying a forwarding direction relative to itself, and means for transmitting data to another of the devices whose current position is in the said forwarding direction and within a predetermined distance, wherein the devices co-operate to define their forwarding directions such that payload data is transmitted to a target sink device by means of one or more of the wireless relay devices.
- a method of operating a plurality of mobile data wireless relay devices comprising: collecting data in buffer stores in one or more such devices, exchanging status data between the devices, the status data comprising data relating to the positions of the devices, the quantity of data in their buffer stores each device defining, from the status data, a forwarding direction towards which the payload data in its buffer store is to be forwarded, transmitting the stored payload data to a device located in the forwarding direction.
- This invention provides a wireless relay device that not only identifies a transmission hop in the right direction, but forwards payload data to the neighbouring device giving the best chance of its data getting all the way back to a data sink.
- a complete route back to a sink is given by a chain of wireless relay devices, where each wireless relay device is within forwarding range of the previous device in the chain.
- Such a structure may only exist quite briefly, as the devices move around. Indeed, the complete chain may not all exist at the same time, the individual hops coming into existence at different times as the devices move around.
- the invention could also be used to route packets in multi-hop cellular networks to a nearby base station. No sensor-network-specific assumptions are made, e.g. that all nodes generate data.
- Extension to general ad hoc networks, where any node can send to any other, would involve the nodes maintaining a number of forwarding directions, for different target nodes.
- the nodes could be organised into hierarchical clusters, with nodes needing to have forwarding directions to forward to cluster-heads and to nodes within their own clusters.
- the invention allows the collection of data from an ad hoc network of highly mobile sensor devices, to one or more "sink" devices, which may also be mobile, in a way that is distributed, robust and lightweight.
- the routing takes account of the battery and memory levels of participating devices, so that devices which are low on resources are less heavily loaded.
- Figure 1 is a schematic diagram of a device according to the invention
- Figure 2 is a diagram of part of an ad hoc network made up of devices of the kind shown in Figure 1
- Figure 3 is a flow chart showing the processes performed by an individual device, and the information it exchanges with similar devices, in order to determine the current values for the parameters used in the invention
- Figure 4 is a further flow chart, showing the processes used to identify a destination device and to transmit data to it, using the parameters generated in the process of Figure 3.
- Figure 1 shows a device 20 according to the invention.
- It comprises a wireless transmitter 21 and a wireless receiver 22, and data collection means 23 which include position sensors, and environmental or physiological sensors for determining properties of the environment of the device, or of some object to which it is attached.
- data buffer 24 for storing payload data (that is to say, data that is to be transmitted to a destination for processing) and a data store 25 for operational data (that is to say, data required for the operatiln of the device and in particular for controlling the transmission of the payload data).
- computation means 26 for processing the data collected by the data collection means 23 and stored in the data buffer 24, and control means 27 for controlling the operation of the device in response to outputs from the computation means 26.
- Figure 2 shows a network comprising several devices 10, 20, 30, 40, 50, 60, 70, 80, each of the type shown in Figure 1. These devices are free to move relative to each other through their environment, collecting data from their environment such as temperature, barometric pressure, salinity etc). They also record their position. They may be carried by inanimate forces such as ocean or air currents, lava or glacier flows, or they may be attached to animals or human beings to track their movements or physiology, or to a vehicle to monitor its progress on a journey or to locate it if it is reported to have been stolen.
- devices are free to move relative to each other through their environment, collecting data from their environment such as temperature, barometric pressure, salinity etc). They also record their position. They may be carried by inanimate forces such as ocean or air currents, lava or glacier flows, or they may be attached to animals or human beings to track their movements or physiology, or to a vehicle to monitor its progress on a journey or to locate it if it is reported to have been stolen.
- the devices 10, 20, 30, 40 etc shown in Figure 2 form an ad hoc wireless network 19, 29, 39, 49, etc.
- the wireless connections may use radio communications, or any other transmission medium suitable for the environment in which the devices are expected to operate.
- acoustic (sound) waves are suitable for water-borne devices used to study oceanography and ichthyology.
- Data collected by a device 20 is transmitted to a destination 90 either directly or by means of one or more other devices 30. These other devices may also collect data.
- the destination 90 is a fixed receiver station, which will be referred to as an information "sink", and which collects data collected by the mobile terminals 10, 20, 30 etc for subsequent processing. There may be more than one sink in the network.
- the sink device 90 is more powerful than the sensor devices 10, 20 30 etc, both in terms of processing capability and power-consumption, and either have long-term storage facilities for the data, or a long-range transmission link 98 to a data-processing centre 99.
- the sensor devices 10, 20, 30 themselves have very limited battery power (allowing only short-range wireless transmissions), small processors and limited memory. As the devices 10, 20 etc move around, the wireless links 19, 29, 39 etc between
- a device 20 When a device 20 has identified a device 30 to which data can be forwarded, it retrieves data from its buffer 24 and transmits it to the target 30. The device 30 then repeats the process of identifying a suitable neighbour and so on, until the data reaches the sink 90. If no suitable device is identified, the data is stored in the buffer 24 until the movements of the devices brings a suitable device into range. In general, it is desirable that the devices transmit data in the general direction of the nearest sink 90.
- a direction 200 needs to be determined to identify which device 20 should transmit data and which device 30 should receive it.
- This direction 200 will be referred to as the "forwarding direction" for a given device 20, and defines a receive end 201 and a transmit end 202 for the device 20.
- the device also determines whether to forward data to the nearest neighbour 30 whose location is in this direction, based on the separation of the devices 20, 30, and other characteristics, as will be described in detail later. If a sink 90 is within direct transmitting range (as for example is illustrated for device 30), the forwarding direction will be towards the sink. Any device 20 which is not in range of a sink are arranged to align its forwarding direction 200 towards the receive end of one or more neighbouring devices 30.
- Each mobile device (20 etc) initially measures and stores a number of attributes relating to itself (step 311). These attributes are: Buffer size A x a scalar quantity representing the amount of data awaiting transmission, expressed as a fraction of the total capacity of the buffer 24. Battery charge remaining, B x another scalar quantity representing the expected life of the device
- Position, P x a pair of co-ordinates (or a triplet if three dimensions are needed)
- the position will be known since environmental sensors need to be able to determine their position for the data they collect to be useful.
- Each device may have means such as a GPS (Global Positioning System) sensor for this purpose.
- At least one device can determine its absolute position, the absolute positions of all the others can be derived, as discussed in International Patent Specification WO03/107595 which provides a method of estimating the location of a device within a network of devices each of which forms a node of the network, the method including the steps of: obtaining information specifying the location or estimated location of one or more neighbouring nodes; measuring the distance to said one or more neighbouring nodes; and iteratively modifying an estimated location of the device, such as to improve the consistency between the estimated location of the device and the location or estimated location of the one or more neighbouring nodes, as determined from the obtained information specifying the location or estimated location of the one or more neighbouring nodes, on the one hand and the measured distances to each of the one or more neighbouring nodes on the other hand.
- the positions and other attributes are defined
- step 312 for two virtual nodes 201, 202, referred to herein as the positive node and the negative node.
- the nodes are constrained to be located at diametrically opposed points P + P. on a circle 23 (or a sphere in a three dimensional embodiment) centred on the device 20.
- the diameter d x of the circle is a function of the buffer size A x .
- the actual position P x of the device 20 is the mid-point of a line of length d joining the positions P + P. of the two nodes.
- the orientation of this line is initially arbitrary (it may be defined with reference to the device itself or a compass bearing, or a previous position), but it subsequently takes up a position 200 determined by the properties of neighbouring devices 10, 30, 40 etc.
- the nodes 201, 202 represent an input direction and an output direction for the device 20. These are the directions respectively in which data is to be forwarded, respectively, to and from the device 20.
- the nodes 201 , 202 are purely points in space, defined with respect to the relative positions of the device 20 and its neighbours. Unless directional antennas are to be used, it does not relate to the actual orientation of the device itself, which may be changing rapidly for example if the device is in a turbulent fluid.
- a network sink is represented as a single positive node, co-located with the device 90 it represents.
- Each node is attributed an influence value Q + ⁇ Q.. This influence value is a measure of the ability of that node to influence the nodes of other devices 10, 30, 40 etc.
- the positive node of each mobile wireless relay device has an activity value Q+ whose value is a positive number.
- the scalar magnitude of the influence values of the node pair has two components: an intrinsic component q which is simply a function of the buffer size Ax, and is independent of other devices, and an induced component ⁇ , which is influenced by neighbouring devices.
- the value of the induced component ⁇ depends on the positions and influence values of the neighbouring devices, and their ability to be influenced by other devices ⁇ x , which is again a function of the buffer size A x .
- buffer size as one of a small number of levels, for example empty, full, and three intermediate levels - each level having a specified value for each property d x , q x , ⁇ x .
- This requires the devices 20 etc to store just (5 levels x 3 properties) 15 values, minimising the memory required of the devices. Any device can then determine the values of d x , q x , ⁇ x for itself, or for any neighbouring device, from the buffer size category A x alone. In order to calculate the forwarding direction for a device X, only the permanent components q + , q. of the influence values are used.
- the induced component ⁇ x is set at zero.
- W Note that the value of q, is the same for each term in this summation, except that it is negative when considering the negative node, so this formula can be simplified to where q x+ is the influence value of the positive node of device X, and r J+ is the distance between the positive node of device X and node j of another device, and . is the distance between the negative node of device X and node j of another device.
- the nodes are merely virtual points in space, it is possible that nodes of neighbouring devices may de defined to be at the same point.
- the number of interactions to be determined is 4n where n is the number of neighbour devices - each neighbour has two nodes, and the interaction of each neighbour node is considered with each of the device's own two nodes.
- the orientation 200 of the nodes 201, 202 in the device is initially arbitrary: but having established a value for U x the positions of the nodes are now redefined to be rotated about the centre P x (the actual location of the device X) (step 317) and a new value of U x is calculated (repeat step 316). In the present embodiment eight orientations are assessed in this way, spaced at 45 degrees. Note however that the positions of the nodes P x+ , P x .
- An optimum orientation 200 is then determined (step 318) - this is the orientation giving the minimum value of U x .
- This orientation 200 is then maintained for subsequent steps of the process, and the positions P+ P- of the nodes 201, 202 are stored (step 319) for transmission to other devices 10, 30, 40 when they request them, to use in their own computations. If each device maintained constant values for positions P and buffer states A, (and hence influence value Q) their node orientations would eventually reach a steady state. However, in practice, the devices are moving and transferring data, so these values are constantly changing.
- Any device 30 that detects a sink 90 in the vicinity would therefore generate an orientation for its node pair whose direction is towards the sink 90.
- Such a device 30, has a knock-on effect on other nearby devices 20, 50 that are too far away from the sink 90 to forward to it directly, and these nearby devices 20, 50 will also influence devices 10, 40 yet further away from the sink 90, to orient their forwarding directions so as to make a path to the sink 90, via the intermediate devices 20, 30 (for example path 19, 29, 39).
- the result is that, irrespective of network topology, all devices (unless entirely cut off by distance from regions of the network that have paths to a sink 90) will have a forwarding direction 200 that is likely to enable transmission of data to a sink 90.
- the aggregate alignment influence of neighbouring devices is therefore determined quantitatively, according to the separation of the devices r, and their current preferred forwarding directions.
- a device is likely to be within the influence of several other devices, some of which will have conflicting (opposite) influences, and their effects need to be combined to provide a single forwarding node pair.
- a device will be most strongly influenced by the neighbour closest to itself, but will also be influenced to a lesser extent by the other neighbours.
- other factors intrinsic to the devices in particular the available buffer storage, may not be equal for all devices, and these will affect the scalar magnitude (but not the direction) of the influence value q, reducing or increasing the influence it has on neighbouring devices.
- the alignment, and thus the positions of the nodes P+ P. is recalculated whenever the device 20 generates, receives or transmits payload data as this affects the buffer capacity A x .
- the alignment may also be recalculated periodically as the device 20 and its neighbours move if resources are available.
- the initial value it uses for the position of the negative node is as close as possible to that calculated at the previous iteration, subject to the constraint that it must be at a distance d/2 from the position P of the device itself. If the device has not moved, the positive node will therefore also be in the same position as at the previous iteration. However, if the device has moved the initial position of the positive node will have moved.
- the orientation of the device will rotate such that it still points towards the same point in space (the negative node).
- An alternative approach would be to keep the orientation the same, i.e. parallel with its previous orientation.
- the device performs further computations to determine the strength of interaction (alignment influence) between neighbouring nodes, as will now be discussed with reference to Figure 4.
- a strong interaction indicates that forwarding is likely to be useful: both in terms of proximity of a device with buffer capacity to accept the payload data, and also with a good probability of a long-range forwarding chain to the sink 90.
- ⁇ is the induced component of Q for a node / of a neighbouring device
- a x is the measure referred to above of the degree to which the node X can be influenced
- d x is the spacing between the nodes of device X
- q x is the permanent influence value of device X, all of which values are derived from the buffer size A x .
- qj is the influence value of a neighbouring node at distance r xj .
- this induced value exceeds a pre-set threshold, then data is forwarded to the nearest device to the negative node of the device, provided that this neighbouring device is within transmission range.
- the induced value, ⁇ x is compared with a fixed threshold ⁇ min , (step 412) .
- the nearest device 30 to the negative node P. (202) is identified from the position data of the neighbours (step 413).
- the distance r of this device is determined (step 414 and compared (step 416) with a broadcast range R.
- a check is made (step 417) to ensure the payload data did not originate from the target neighbour device.
- the invention restricts the choice of influencing neighbouring devices to exclude from consideration any subject device from which data has recently been received.
- the broadcast range R is determined (step 415) according to the ratio of (battery power left)/(time left), as follows:
- R range min + — ——— -(range max - range min ) , where R is the current battery level and R 0 is the initial battery level, and tand t max are the current time and length of the data-gathering experiment respectively; range is not allowed to exceed range max . If the neighbour device 30 is within broadcast range (r ⁇ R) and the other conditions referred to above are met the payload data is retrieved from the buffer store 24 and addressed to the neighbour device 30 using its id code (step 418). More sophisticated controls could be used, based on the quantity of data left in the device buffer, perhaps, but this simple approach has been shown to give advantage compared with a range that is independent of battery power, and it is easy for simple devices to calculate.
- a device 20 If a device 20 is cut off from any path to a sink 90 it can simply store any payload data in the buffer 24 until the movements of the devices re-establishes a feasible route. Forwarding directions 200 are updated dynamically, so that as soon as a link 29 is reestablished, transmission of data can re-start. If the network is sparsely populated, such that nodes are widely separated, most data transmissions may only occur when a device20 comes within direct range of a sink 90. In densely populated networks paths having a larger number of hops 19, 29, 39 will be more common. The process is flexible enough to cope with a wide range of circumstances, in terms of network topology and device mobility, without such variations requiring special treatment.
- Computer simulations of systems of devices according to this invention have been found to route data so that less transmission energy is used for forwarding, more data is recovered, and fewer hops are needed than with a simpler approach that always chooses to forward in the direction of the nearest network sink.
- the invention has the ability to convey longer-range network structural information than would otherwise be available to the mobile devices, through the interactions of their preferred forwarding directions.
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Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
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DE602004011344T DE602004011344T2 (en) | 2003-07-04 | 2004-05-07 | AD-HOC COMMUNICATION SYSTEM |
US10/560,617 US7609644B2 (en) | 2003-07-04 | 2004-05-07 | Ad hoc communications system |
EP04731660A EP1642424B1 (en) | 2003-07-04 | 2004-05-07 | Ad hoc communications system |
CA002530697A CA2530697A1 (en) | 2003-07-04 | 2004-05-07 | Ad hoc communications system |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
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GB0315758A GB0315758D0 (en) | 2003-07-04 | 2003-07-04 | AD Hoc communications system |
GB0315758.3 | 2003-07-04 | ||
GB0315969A GB0315969D0 (en) | 2003-07-08 | 2003-07-08 | Ad hoc comminciations system |
GB0315969.5 | 2003-07-08 |
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WO2005006668A1 true WO2005006668A1 (en) | 2005-01-20 |
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PCT/GB2004/001999 WO2005006668A1 (en) | 2003-07-04 | 2004-05-07 | Ad hoc communications system |
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US (1) | US7609644B2 (en) |
EP (1) | EP1642424B1 (en) |
AT (1) | ATE384382T1 (en) |
CA (1) | CA2530697A1 (en) |
DE (1) | DE602004011344T2 (en) |
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Also Published As
Publication number | Publication date |
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DE602004011344T2 (en) | 2008-12-24 |
EP1642424B1 (en) | 2008-01-16 |
US7609644B2 (en) | 2009-10-27 |
CA2530697A1 (en) | 2005-01-20 |
US20060126524A1 (en) | 2006-06-15 |
DE602004011344D1 (en) | 2008-03-06 |
ATE384382T1 (en) | 2008-02-15 |
EP1642424A1 (en) | 2006-04-05 |
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