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Many mobile manufacturers are including accelerometers in their handsets. This sensor detects motion and orientation by sensing its acceleration relative to freefall; it s only really useful for handheld devices, not so much for desktops that stay put on the oor or a desk. Accelerometers are already a big part of gaming today they are used for many games on mobile phones, and they enable orientation-sensing controllers like the Wiimote and DualShock 3. They can be used for more passive interaction, where you don t have to be positioned to accurately touch the screen, or as a supplemental input method. Device motion can also be interpreted for another level of gestural input, like the shake gesture common on iPhone and iPad, in which a quick shake of the phone usually means undo or reload. Other gestures are certainly possible. With Flash Player 10.1, you can access data from supported accelerometer devices. Much like Camera or Microphone, covered in 33, Capturing Sound and Video, you use static methods of Accelerometer (in the flash.sensors package) to con gure the device; then you obtain an instance of Accelerometer to interact with. Because the Accelerometer class was added in Flash Player 10.1, if you want to make sure the code works with older versions of Flash Player, you should wrap code that uses it in a try/catch block, as you did with Multitouch earlier in this chapter. If the Accelerometer class is present, nd out if a compatible device is installed with the static accessor Accelerometer.isSupported.



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try { var test:Class = Accelerometer; if (Accelerometer.isSupported) { var acc:Accelerometer = new Accelerometer(); acc.addEventListener(AccelerometerEvent.UPDATE, onAccelerometerData); } } catch (error:ReferenceError) { trace("Sorry, but accelerometers are not supported in this runtime."); }

pX(x) = 2 0 @ x4 @ 2 5 @ 2 8 @ 2 9 @ 210 @ 213 @ 215 @ 217

Now all you have to do is get a concrete Accelerometer instance simply call its constructor and subscribe to its AccelerometerEvent.UPDATE event.

This learning method utilizes a standard genetic algorithm (see [19]). All Clifford weights and biases of the geometric MLP depicted in Figure 21.5 are encoded as a genotype. Note that the weights are Clifford numbers which have a length of 2n , according to the total dimension n of the Clifford algebra Gn . The used objective function is E w31 w32 w13 = 1 2





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When you attempt to use an Accelerometer instance, the device may prompt the user for permission, or use her saved privacy settings, before giving you access. You ll know you ve been denied when Accelerometer.isMuted is true. However, if all goes well, now you should be receiving AccelerometerEvents. If you wish, you can tweak the frequency of this data by using the static method Accelerometer.setRequestedUpdateInterval(). Each event object contains a vector representing measured acceleration, as three components: accelerationX, accelerationY, and accelerationZ. These are measured in Gs and are relative to the phone when you hold it in front of you with the screen facing you (and the y-axis is up, unlike the screen space where positive y is down). In this orientation, if you hold the phone still, accelerationY should be 1, because gravity is pulling down on the phone at the rate of 1G. If you drop your phone, it s in freefall, and the acceleration vector is <0, 0, 0> until it spikes up very high and you curse very loudly. With these three values and some vector math, you can control orientations in 3D. You can isolate a single value and look for a pattern such as a shake. If you re going to do any direct mapping of accelerometer input, you will bene t from some data smoothing algorithms such as low-pass ltering.

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The flash.sensors package may become the home to more sensors in future versions of the Flash Player API. There is already one more that, although it s not currently accessible to Flash Player, can be used in AIR 2.0 and in native-compiled iPhone apps and may open up to Flash Player in the future. The Geolocation sensor class provides access to location services on a device, such as a GPS. It works in much the same way as Accelerometer: create a new Geolocation instance and subscribe to its GeolocationEvent.UPDATE event. The GeolocationEvent object contains all you need to know about the host device s location, between latitude, longitude, altitude, heading, and speed.

Summary

Note that the feedback function P is linear and, consequently, X is a linear x feedback shift register (LFSR). Recall that LFSRs were discussed in some detail in Section 3.2. For register A we have

Multitouch screens and sensors can enable an application to be more intelligent and react to the user in a more meaningful or natural way. Flash Player 10.1 and later have access to a wide array of devices: keyboard, mouse, touchscreen, camera, microphone, and accelerometer. For backward compatibility, you may want to test for existence of FP10.1-only classes, catching

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