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provided that E{f (y)} = 0 or E{g(y)} = 0. To satisfy these conditions for arbitrary distributed sources (especially non-symmetric distributed signals around their means), we usually select nonlinearities as follows: fi (yi ) = i (yi ) and gi (yi ) = yi or fi (yi ) = yi and gi (yi ) = (yi ), (7.10) where i (yi ) are suitably designed nonlinear functions. Note that in the Jutten-H rault algorithm, the synaptic weights wii = 0 (i = 1, 2, . . . , n), e i.e., the neural network in Fig. 7.1 (a) has no self-feedback loops. The Jutten-H rault e algorithm is very simple, however, has failed in a number of cases, e.g., for weak signals or ill-conditioned mixing matrix. 7.1.3 Self-normalization (7.9)

4.2.2 Data Gathering Tools 4.2.2.1 Related Work In terms of data gathering, much work has been conducted on building different kinds of sensing device and tools for data gathering. For example, Muf n [113] integrates an air temperature sensor, a humidity sensor, an alcohol gas sensor, a pulse sensor, a compass and a linear 3D accelerometer to a terminal device. Custom sensor boxes have also been used, for example at Intel Research, Seattle [64], and at Carnegie Mellon University [102]. Also, various tools that gather data from Bluetooth sensors have been proposed. For example, ContextPhone [94] can read GPS information and it provides information about nearby Bluetooth devices. Another similar tool is the ContextWatcher, which is described in 7. Another closely related eld is wearable computing. Especially in the eld of pervasive healthcare, various systems for health monitoring have been proposed; see, for example, the Body Media Sensewear armband PRO [108]. A problem with these systems is that they seldom allow online data gathering, which reduces their applicability for mobile computing. More generic tools have been proposed. For example, the IBM Mobile Health Toolkit [52] enables online Bluetooth data gathering and it includes a Java tool for gathering the data. However, the Toolkit is restricted to a prede ned set of sensors. The Intel Place Lab [104] is a generic, platform-independent tool for data gathering, but it focuses only on location information.

In order to understand this technique, it s important that you have an understanding of networking and the TCP/IP protocol suite. I will briefly describe the basic network terminology you ll need to understand this section. (If you have a networking background, just skip this one.)

quests for adjustments on their accounts have been delayed. Luis Jimenez recalls that one guest had requested that a $10.25 phone call be removed from his account because he did not make that call. Another

Listing A-4 (continued)

Anger is neither a positive nor a negative emotion. It is the way we handle our anger that makes it negative or positive. For example, when we use our anger to motivate us to make life changes or to make changes to dysfunctional systems, it becomes a very positive emotion. But when we express anger through aggressive or passiveaggressive ways (such as getting even or gossiping), it becomes a negative emotion. The following methods of dealing with anger cause the most problems both for the giver and the receiver.